Accelerating Linear Algebra Kernels on a Massively Parallel Reconfigurable Architecture (English)
- New search for: Soorishetty, A.
- New search for: Zhou, J.
- New search for: Pal, S.
- New search for: Blaauw, D.
- New search for: Kim, H.
- New search for: Mudge, T.
- New search for: Dreslinski, R.
- New search for: Chakrabarti, C.
- New search for: Soorishetty, A.
- New search for: Zhou, J.
- New search for: Pal, S.
- New search for: Blaauw, D.
- New search for: Kim, H.
- New search for: Mudge, T.
- New search for: Dreslinski, R.
- New search for: Chakrabarti, C.
In:
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
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1558-1562
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2020
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ISBN:
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ISSN:
- Conference paper / Electronic Resource
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Title:Accelerating Linear Algebra Kernels on a Massively Parallel Reconfigurable Architecture
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Contributors:Soorishetty, A. ( author ) / Zhou, J. ( author ) / Pal, S. ( author ) / Blaauw, D. ( author ) / Kim, H. ( author ) / Mudge, T. ( author ) / Dreslinski, R. ( author ) / Chakrabarti, C. ( author )
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Published in:
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Publisher:
- New search for: IEEE
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Publication date:2020-05-01
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Size:926937 byte
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ISBN:
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ISSN:
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DOI:
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Type of media:Conference paper
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Type of material:Electronic Resource
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Language:English
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Source:
Table of contents conference proceedings
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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Addressing The Confounds Of Accompaniments In Singer IdentificationHsieh, Tsung-Han / Cheng, Kai-Hsiang / Fan, Zhe-Cheng / Yang, Yu-Ching / Yang, Yi-Hsuan et al. | 2020
- 1
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This Dataset Does Not Exist: Training Models from Generated ImagesBesnier, Victor / Jain, Himalaya / Bursuc, Andrei / Cord, Matthieu / Perez, Patrick et al. | 2020
- 1
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Regression Before Classification for Temporal Action DetectionJin, Cece / Zhang, Tao / Kong, Weijie / Li, Thomas / Li, Ge et al. | 2020
- 1
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Information Theoretic Approach for Waveform Design in Coexisting MIMO Radar and MIMO CommunicationsAlaee-Kerharoodi, Mohammad / Bhavani, Shankar M. R. / Mishra, Kumar Vijay / Ottersten, Bjorn et al. | 2020
- 1
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Impulse Response Data Augmentation and Deep Neural Networks for Blind Room Acoustic Parameter EstimationBryan, Nicholas J. et al. | 2020
- 6
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Disentangled Multidimensional Metric Learning for Music SimilarityLee, Jongpil / Bryan, Nicholas J. / Salamon, Justin / Jin, Zeyu / Nam, Juhan et al. | 2020
- 11
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Learning the Helix Topology of Musical PitchLostanlen, Vincent / Sridhar, Sripathi / McFee, Brian / Farnsworth, Andrew / Bello, Juan Pablo et al. | 2020
- 16
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Audio-Based Auto-Tagging With Contextual Tags for MusicIbrahim, Karim M. / Royo-Letelier, Jimena / Epure, Elena V. / Peeters, Geoffroy / Richard, Gael et al. | 2020
- 21
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Accurate and Scalable Version Identification Using Musically-Motivated EmbeddingsYesiler, Furkan / Serra, Joan / Gomez, Emilia et al. | 2020
- 26
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Similarity Learning For Cover Song Identification Using Cross-Similarity Matrices of Multi-Level Deep SequencesJiang, Chaoya / Yang, Deshun / Chen, Xiaoou et al. | 2020
- 31
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Two-Step Sound Source Separation: Training On Learned Latent TargetsTzinis, Efthymios / Venkataramani, Shrikant / Wang, Zhepei / Subakan, Cem / Smaragdis, Paris et al. | 2020
- 36
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A Multi-Phase Gammatone Filterbank for Speech Separation Via TasnetDitter, David / Gerkmann, Timo et al. | 2020
- 41
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Improving Voice Separation by Incorporating End-To-End Speech RecognitionTakahashi, Naoya / Singh, Mayank Kumar / Basak, Sakya / Sudarsanam, Parthasaarathy / Ganapathy, Sriram / Mitsufuji, Yuki et al. | 2020
- 46
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Dual-Path RNN: Efficient Long Sequence Modeling for Time-Domain Single-Channel Speech SeparationLuo, Yi / Chen, Zhuo / Yoshioka, Takuya et al. | 2020
- 51
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Controlling the Perceived Sound Quality for Dialogue Enhancement With Deep LearningUhle, Christian / Torcoli, Matteo / Paulus, Jouni et al. | 2020
- 56
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Unsupervised Training for Deep Speech Source Separation with Kullback-Leibler Divergence Based Probabilistic Loss FunctionTogami, Masahito / Masuyama, Yoshiki / Komatsu, Tatsuya / Nakagome, Yu et al. | 2020
- 61
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A Framework for the Robust Evaluation of Sound Event DetectionBilen, Cagdas / Ferroni, Giacomo / Tuveri, Francesco / Azcarreta, Juan / Krstulovic, Sacha et al. | 2020
- 66
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Weakly-Supervised Sound Event Detection with Self-AttentionMiyazaki, Koichi / Komatsu, Tatsuya / Hayashi, Tomoki / Watanabe, Shinji / Toda, Tomoki / Takeda, Kazuya et al. | 2020
- 71
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A Sequence Matching Network for Polyphonic Sound Event Localization and DetectionTho Nguyen, Thi Ngoc / Jones, Douglas L. / Gan, Woon-Seng et al. | 2020
- 76
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Few-Shot Acoustic Event Detection Via Meta LearningShi, Bowen / Sun, Ming / Puvvada, Krishna C. / Kao, Chieh-Chi / Matsoukas, Spyros / Wang, Chao et al. | 2020
- 81
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Few-Shot Sound Event DetectionWang, Yu / Salamon, Justin / Bryan, Nicholas J. / Pablo Bello, Juan et al. | 2020
- 86
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Sound Event Detection in Synthetic Domestic EnvironmentsSerizel, Romain / Turpault, Nicolas / Shah, Ankit / Salamon, Justin et al. | 2020
- 91
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Learning to Separate Sounds from Weakly Labeled ScenesPishdadian, Fatemeh / Wichern, Gordon / Roux, Jonathan Le et al. | 2020
- 96
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Improving Universal Sound Separation Using Sound ClassificationTzinis, Efthymios / Wisdom, Scott / Hershey, John R. / Jansen, Aren / Ellis, Daniel P. W. et al. | 2020
- 101
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Source Separation with Weakly Labelled Data: an Approach to Computational Auditory Scene AnalysisKong, Qiuqiang / Wang, Yuxuan / Song, Xuchen / Cao, Yin / Wang, Wenwu / Plumbley, Mark D. et al. | 2020
- 106
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Boosted Locality Sensitive Hashing: Discriminative Binary Codes for Source SeparationKim, Sunwoo / Yang, Haici / Kim, Minje et al. | 2020
- 111
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A Frequency-Domain BSS Method Based on ℓ1 Norm, Unitary Constraint, and Cayley TransformEmura, S. / Sawada, H. / Araki, S. / Harada, N. et al. | 2020
- 116
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End-To-End Non-Negative Autoencoders for Sound Source SeparationVenkataramani, Shrikant / Tzinis, Efthymios / Smaragdis, Paris et al. | 2020
- 121
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Coincidence, Categorization, and Consolidation: Learning to Recognize Sounds with Minimal SupervisionJansen, Aren / Ellis, Daniel P. W. / Hershey, Shawn / Moore, R. Channing / Plakal, Manoj / Popat, Ashok C. / Saurous, Rif A. et al. | 2020
- 126
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Acoustic Scene Classification for Mismatched Recording Devices Using Heated-Up Softmax and Spectrum CorrectionNguyen, Truc / Pernkopf, Franz / Kosmider, Michal et al. | 2020
- 131
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Limitations of Weak Labels for Embedding and TaggingTurpault, Nicolas / Serizel, Romain / Vincent, Emmanuel et al. | 2020
- 136
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Mt-Gcn For Multi-Label Audio Tagging With Noisy LabelsShrivaslava, Harsh / Yin, Yfang / Shah, Rajiv Ratn / Zimmermann, Roger et al. | 2020
- 141
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Acoustic Scene Classification Using Deep Residual Networks with Late Fusion of Separated High and Low Frequency PathsMcDonnell, Mark D. / Gao, Wei et al. | 2020
- 146
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End-To-End Auditory Object Recognition Via Inception NucleusEbrahimpour, Mohammad / Shea, Timothy / Danielescu, Andreea / Noelle, David / Kello, Chris et al. | 2020
- 151
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Translation of a Higher Order Ambisonics Sound Scene Based on Parametric DecompositionKentgens, Maximilian / Behler, Andreas / Jax, Peter et al. | 2020
- 156
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Blaster: An Off-Grid Method for Blind and Regularized Acoustic Echoes RetrievalCarlo, Diego Di / Elvira, Clement / Deleforge, Antoine / Bertin, Nancy / Gribonval, Remi et al. | 2020
- 161
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Evaluation of Sensor Self-Noise In Binaural Rendering of Spherical Microphone Array SignalsHelmholz, Hannes / Ahrens, Jens / Alon, David L. / Amengual Gari, Sebastia V. / Mehra, Ravish et al. | 2020
- 166
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Mutual-Information-Based Sensor Placement for Spatial Sound Field RecordingAriga, Kentaro / Nishida, Tomoya / Koyama, Shoichi / Ueno, Natsuki / Saruwatari, Hiroshi et al. | 2020
- 171
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Fast Acoustic Scattering Using Convolutional Neural NetworksFan, Ziqi / Vineet, Vibhav / Gamper, Hannes / Raghuvanshi, Nikunj et al. | 2020
- 176
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Frequency-Dependent Directional Feedback Delay NetworkAlary, Benoit / Politis, Archontis et al. | 2020
- 181
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Speech Enhancement Using Self-Adaptation and Multi-Head Self-AttentionKoizumi, Yuma / Yatabe, Kohei / Delcroix, Marc / Masuyama, Yoshiki / Takeuchi, Daiki et al. | 2020
- 186
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PEVD-Based Speech Enhancement in Reverberant EnvironmentsNeo, Vincent W. / Evers, Christine / Naylor, Patrick A. et al. | 2020
- 191
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DNN-Based Speech Presence Probability Estimation for Multi-Frame Single-Microphone Speech EnhancementTammen, Marvin / Fischer, Dorte / Meyer, Bernd T. / Doclo, Simon et al. | 2020
- 196
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Nonlinear Spatial Filtering for Multichannel Speech Enhancement in Inhomogeneous Noise FieldsTesch, Kristina / Gerkmann, Timo et al. | 2020
- 201
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Generalized Coherence-Based Signal EnhancementLollmann, Heinrich W. / Brendel, Andreas / Kellermann, Walter et al. | 2020
- 206
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Speaker Independence of Neural Vocoders and Their Effect on Parametric Resynthesis Speech EnhancementMaiti, Soumi / Mandel, Michael I et al. | 2020
- 211
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Robust and steerable kronecker product differential beamforming With rectangular microphone arraysHuang, Gongping / Benesty, Jacob / Chen, Jingdong / Cohen, Israel et al. | 2020
- 216
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Jointly Optimal Dereverberation and BeamformingBoeddeker, Christoph / Nakatani, Tomohiro / Kinoshita, Keisuke / Haeb-Umbach, Reinhold et al. | 2020
- 221
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Exploiting Rays in Blind Localization of Distributed Sensor ArraysWozniak, Szymon / Kowalczyk, Konrad et al. | 2020
- 226
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A Novel Method for Obtaining Diffuse Field Measurements for Microphone CalibrationAkbar, Noman / Dickins, Glenn / Thomas, Mark R. P. / Samarasinghe, Prasanga / Abhayapala, Thushara et al. | 2020
- 231
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Multi-Channel Speech Source Separation and Dereverberation With Sequential Integration of Determined and Underdetermined ModelsTogami, Masahito et al. | 2020
- 236
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Fast and Stable Blind Source Separation with Rank-1 UpdatesScheibler, Robin / Ono, Nobutaka et al. | 2020
- 241
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Modeling Plate and Spring Reverberation Using A DSP-Informed Deep Neural NetworkMartinez Ramirez, Marco A. / Benetos, Emmanouil / Reiss, Joshua D. et al. | 2020
- 246
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Deep Autotuner: A Pitch Correcting Network for Singing PerformancesWager, Sanna / Tzanetakis, George / Wang, Cheng-i / Kim, Minje et al. | 2020
- 251
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Perceptual loss function for neural modeling of audio systemsWright, Alec / Valimaki, Vesa et al. | 2020
- 256
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One-Shot Parametric Audio Production Style Transfer with Application to Frequency EqualizationMimilakis, Stylianos I. / Bryan, Nicholas J. / Smaragdis, Paris et al. | 2020
- 261
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Speech-To-Singing Conversion in an Encoder-Decoder FrameworkParekh, Jayneel / Rao, Preeti / Yang, Yi-Hsuan et al. | 2020
- 266
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Tensorflow Audio Models in EssentiaAlonso-Jimenez, Pablo / Bogdanov, Dmitry / Pons, Jordi / Serra, Xavier et al. | 2020
- 271
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Anomalous Sound Detection Based on Interpolation Deep Neural NetworkSuefusa, Kaori / Nishida, Tomoya / Purohit, Harsh / Tanabe, Ryo / Endo, Takashi / Kawaguchi, Yohei et al. | 2020
- 276
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A-CRNN: A Domain Adaptation Model for Sound Event DetectionWei, Wei / Zhu, Hongning / Benetos, Emmanouil / Wang, Ye et al. | 2020
- 281
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SPIDERnet: Attention Network For One-Shot Anomaly Detection In SoundsKoizumi, Yuma / Yasuda, Masahiro / Murata, Shin / Saito, Shoichiro / Uematsu, Hisashi / Harada, Noboru et al. | 2020
- 286
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Sound Event Detection Via Dilated Convolutional Recurrent Neural NetworksLi, Yanxiong / Liu, Mingle / Drossos, Konstantinos / Virtanen, Tuomas et al. | 2020
- 291
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A Deep Neural Network-Driven Feature Learning Method for Polyphonic Acoustic Event Detection from Real-Life RecordingsMulimani, Manjunath / Kademani, Akash B. / Koolagudi, Shashidhar G. et al. | 2020
- 296
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Weakly Labelled Audio Tagging Via Convolutional Networks with Spatial and Channel-Wise AttentionHong, Sixin / Zou, Yuexian / Wang, Wenwu / Cao, Meng et al. | 2020
- 301
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A Study on the Transferability of Adversarial Attacks in Sound Event ClassificationSubramanian, Vinod / Pankajakshan, Arjun / Benetos, Emmanouil / Xu, Ning / McDonald, SKoT / Sandler, Mark et al. | 2020
- 306
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Propeller Noise Detection with Deep LearningThomas, Mahiout / Lionel, Fillatre / Laurent, Deruaz-Pepin et al. | 2020
- 311
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Duration Robust Weakly Supervised Sound Event DetectionDinkel, Heinrich / Yu, Kai et al. | 2020
- 316
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A Comparison of Pooling Methods on LSTM Models for Rare Acoustic Event ClassificationKao, Chieh-Chi / Sun, Ming / Wang, Weiran / Wang, Chao et al. | 2020
- 321
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An Ontology-Aware Framework for Audio Event ClassificationSun, Yiwei / Ghaffarzadegan, Shabnam et al. | 2020
- 326
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Task-Aware Mean Teacher Method for Large Scale Weakly Labeled Semi-Supervised Sound Event DetectionYan, Jie / Song, Yan / Dai, Li-Rong / McLoughlin, Ian et al. | 2020
- 331
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Wawenets: A No-Reference Convolutional Waveform-Based Approach to Estimating Narrowband and Wideband Speech QualityCatellier, Andrew A. / Voran, Stephen D. et al. | 2020
- 336
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A Neural Network for Monaural Intrusive Speech Intelligibility PredictionPedersen, Mathias Bach / Heidemann Andersen, Asger / Jensen, Soren Holdt / Jensen, Jesper et al. | 2020
- 341
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Source Coding of Audio Signals with a Generative ModelFejgin, Roy / Klejsa, Janusz / Villemoes, Lars / Zhou, Cong et al. | 2020
- 346
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Full-Reference Speech Quality Estimation with Attentional Siamese Neural NetworksMittag, Gabriel / Moller, Sebastian et al. | 2020
- 351
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Enhanced Method of Audio Coding Using CNN-Based Spectral Recovery with Adaptive StructureShin, Seong-Hyeon / Beack, Seung Kwon / Lim, Wootaek / Park, Hochong et al. | 2020
- 356
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Audio Codec Enhancement with Generative Adversarial NetworksBiswas, Arijit / Jia, Dai et al. | 2020
- 361
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Efficient and Scalable Neural Residual Waveform Coding with Collaborative QuantizationZhen, Kai / Lee, Mi Suk / Sung, Jongmo / Beack, Seungkwon / Kim, Minje et al. | 2020
- 366
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A Dual-Staged Context Aggregation Method towards Efficient End-to-End Speech EnhancementZhen, Kai / Lee, Mi Suk / Kim, Minje et al. | 2020
- 371
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A Recurrent Variational Autoencoder for Speech EnhancementLeglaive, Simon / Alameda-Pineda, Xavier / Girin, Laurent / Horaud, Radu et al. | 2020
- 376
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Speakerfilter: Deep Learning-Based Target Speaker Extraction Using Anchor SpeechHe, Shulin / Li, Hao / Zhang, Xueliang et al. | 2020
- 381
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Tackling Real Noisy Reverberant Meetings with All-Neural Source Separation, Counting, and Diarization SystemKinoshita, Keisuke / Delcroix, Marc / Araki, Shoko / Nakatani, Tomohiro et al. | 2020
- 386
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Time-Domain Audio Source Separation Based on Wave-U-Net Combined with Discrete Wavelet TransformNakamura, Tomohiko / Saruwatari, Hiroshi et al. | 2020
- 391
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Auditory Model Based Subsetting of Head-Related Transfer Function DatasetsSpagnol, Simone et al. | 2020
- 401
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Individual Distance-Dependent HRTFS Modeling Through A Few Anthropometric MeasurementsZhang, Mengfan / Wu, Xihong / Qu, Tianshu et al. | 2020
- 406
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Evaluation of Deep-Learning-Based Voice Activity Detectors and Room Impulse Response Models in Reverberant EnvironmentsIvry, Amir / Cohen, Israel / Berdugo, Baruch et al. | 2020
- 411
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A Minimal Personalization of Dynamic Binaural Synthesis with Mixed Structural Modeling and Scattering Delay NetworksGeronazzo, Michele / Tissieres, Jason Yves / Serafin, Stefania et al. | 2020
- 416
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Sound Texture Synthesis Using RI SpectrogramsCaracalla, Hugo / Roebel, Axel et al. | 2020
- 421
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Time Domain Velocity Vector for Retracing the Multipath PropagationDaniel, Jerome / Kitic, Srdan et al. | 2020
- 426
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Acoustic Matching By Embedding Impulse ResponsesSu, Jiaqi / Jin, Zeyu / Finkelstein, Adam et al. | 2020
- 431
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Joint Estimation Of Acoustic Parameters From Single-Microphone Speech ObservationsLooney, David / Gaubitch, Nikolay D. et al. | 2020
- 436
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A Fast Reduced-Rank Sound Zone Control Algorithm Using The Conjugate Gradient MethodShi, Liming / Lee, Taewoong / Zhang, Lijun / Nielsen, Jesper Kjor / Grosboll Christensen, Mads et al. | 2020
- 441
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An Empirical Study on Acoustic Feedback Path Across Hearing Aid UsersGuo, Meng et al. | 2020
- 446
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Low Complexity NLMS for Multiple Loudspeaker Acoustic ECHO Canceller Using Relative Loudspeaker Transfer FunctionsSchwartz, Ofer / Habets, Emanuel.A.P / Gannot, Sharon et al. | 2020
- 451
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A Multichannel Kalman-Based Wiener Filter Approach for Speaker Interference Reduction in MeetingsMeyer, Patrick / Elshamy, Samy / Fingscheidt, Tim et al. | 2020
- 456
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Primary Path Estimator Based on Individual Secondary Path for ANC HeadphonesFabry, Johannes / Jax, Peter et al. | 2020
- 461
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Efficient Multichannel Nonlinear Acoustic Echo Cancellation Based on a Cooperative StrategyHalimeh, Mhd Modar / Kellermann, Walter et al. | 2020
- 466
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Active Control of Line Spectral Noise with Simultaneous Secondary Path Modeling Without Auxiliary NoiseHu, Meiling / Lu, Jing et al. | 2020
- 471
-
Robust Frequency-Domain Recursive Least M-Estimate Adaptive Filter For Acoustic System IdentificationHe, Hongsen / Chen, Jingdong / Benesty, Jacob / Yu, Yi et al. | 2020
- 476
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Nearest Kronecker Product Decomposition Based Normalized Least Mean Square AlgorithmBhattacharjee, Sankha Subhra / George, Nithin V. et al. | 2020
- 481
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Joint Beamforming and Reverberation Cancellation Using a Constrained Kalman Filter With Multichannel Linear PredictionHashemgeloogerdi, Sahar / Braun, Sebastian et al. | 2020
- 486
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Multi-Microphone Complex Spectral Mapping for Speech DereverberationWang, Zhong-Qiu / Wang, DeLiang et al. | 2020
- 491
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Predicting Word Error Rate for Reverberant SpeechGamper, Hannes / Emmanouilidou, Dimitra / Braun, Sebastian / Tashev, Ivan J. et al. | 2020
- 496
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Automatic Lyrics Alignment and Transcription in Polyphonic Music: Does Background Music Help?Gupta, Chitralekha / Yilmaz, Emre / Li, Haizhou et al. | 2020
- 501
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Local Key Estimation In Classical Music Recordings: A Cross-Version Study on Schubert’s WinterreiseSchreiber, Hendrik / Weis, Christof / Muller, Meinard et al. | 2020
- 506
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Improving Music Transcription by Pre-Stacking A U-NetPedersoli, Fabrizio / Tzanetakis, George / Yi, Kwang Moo et al. | 2020
- 511
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Learning to Rank Music Tracks Using Triplet LossPretet, Laure / Richard, Gael / Peeters, Geoffroy et al. | 2020
- 516
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Transformer VAE: A Hierarchical Model for Structure-Aware and Interpretable Music Representation LearningJiang, Junyan / Xia, Gus G. / Carlton, Dave B. / Anderson, Chris N. / Miyakawa, Ryan H. et al. | 2020
- 521
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A Comparative Study of Western and Chinese Classical Music Based on Soundscape ModelsFan, Jianyu / Yang, Yi-Hsuan / Dong, Kui / Pasquier, Philippe et al. | 2020
- 526
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Audio-Based Detection of Explicit Content in MusicVaglio, Andrea / Hennequin, Romain / Moussallam, Manuel / Richard, Gael / d'Alche-Buc, Florence et al. | 2020
- 531
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New Metrics for Evaluating the Accuracy of Fundamental Frequency Estimation Approaches in Musical SignalsDevaney, Johanna et al. | 2020
- 536
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Data-Driven Harmonic Filters for Audio Representation LearningWon, Minz / Chun, Sanghyuk / Nieto, Oriol / Serrc, Xavier et al. | 2020
- 541
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Learning a Representation for Cover Song Identification Using Convolutional Neural NetworkYu, Zhesong / Xu, Xiaoshuo / Chen, Xiaoou / Yang, Deshun et al. | 2020
- 546
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Towards Linking the Lakh and IMSLP DatasetsTsai, TJ et al. | 2020
- 551
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A Multi-Dilation and Multi-Resolution Fully Convolutional Network for Singing Melody ExtractionGao, Ping / You, Cheng-You / Chi, Tai-Shih et al. | 2020
- 556
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An Improved Solution to the Frequency-Invariant Beamforming with Concentric Circular Microphone ArraysZhao, Xudong / Huang, Gongping / Chen, Jingdong / Benesty, Jacob et al. | 2020
- 561
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Binaural Audio Source Remixing with Microphone Array Listening DevicesCorey, Ryan M. / Singer, Andrew C. et al. | 2020
- 566
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Exploiting Periodicity Features for Joint Detection and DOA Estimation of Speech Sources Using Convolutional Neural NetworksVarzandeh, Reza / Adiloglu, Kamil / Doclo, Simon / Hohmann, Volker et al. | 2020
- 571
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Unsupervised Multiple Source Localization Using Relative Harmonic CoefficientsHu, Yonggang / Samarasinghe, Prasanga N. / Abhayapala, Thushara D. / Gannot, Sharon et al. | 2020
- 576
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Data-Driven Wind Speed Estimation Using Multiple MicrophonesMirabilii, Daniele / Lakshminarayana, Kishor Kayyar / Mack, Wolfgang / Habets, Emanuel A.P. et al. | 2020
- 581
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A Dynamic Stream Weight Backprop Kalman Filter for Audiovisual Speaker TrackingSchymura, Christopher / Ochiai, Tsubasa / Delcroix, Marc / Kinoshita, Keisuke / Nakatani, Tomohiro / Araki, Shoko / Kolossa, Dorothea et al. | 2020
- 586
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Maximum Likelihood Multi-Speaker Direction of Arrival Estimation Utilizing a Weighted HistogramHadad, Elior / Gannot, Sharon et al. | 2020
- 591
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Overdetermined Independent Vector AnalysisIkeshita, Rintaro / Nakatani, Tomohiro / Araki, Shoko et al. | 2020
- 596
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Spatially Guided Independent Vector AnalysisBrendel, Andreas / Haubner, Thomas / Kellermann, Walter et al. | 2020
- 601
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Fast Independent Vector Extraction by Iterative SINR MaximizationScheibler, Robin / Ono, Nobutaka et al. | 2020
- 606
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Regularized Fast Multichannel Nonnegative Matrix Factorization with ILRMA-Based Prior Distribution of Joint-Diagonalization ProcessKamo, Keigo / Kubo, Yuki / Takamune, Norihiro / Kitamura, Daichi / Saruwatari, Hiroshi / Takahashi, Yu / Kondo, Kazunobu et al. | 2020
- 611
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Beyond the Dcase 2017 Challenge on Rare Sound Event Detection: A Proposal for a More Realistic Training and Test FrameworkBaumann, Jan / Lohrenz, Timo / Roy, Alexander / Fingscheidt, Tim et al. | 2020
- 616
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Metric Learning with Background Noise Class for Few-Shot Detection of Rare Sound EventsShimada, Kazuki / Koyama, Yuichiro / Inoue, Akira et al. | 2020
- 621
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Sound Event Detection by Multitask Learning of Sound Events and Scenes with Soft Scene LabelsImoto, Keisuke / Tonami, Noriyuki / Koizumi, Yuma / Yasuda, Masahiro / Yamanishi, Ryosuke / Yamashita, Yoichi et al. | 2020
- 626
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Guided Learning for Weakly-Labeled Semi-Supervised Sound Event DetectionLin, Liwei / Wang, Xiangdong / Liu, Hong / Qian, Yueliang et al. | 2020
- 631
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Staged Training Strategy and Multi-Activation for Audio Tagging with Noisy and Sparse Multi-Label DataHe, Kexin / Shen, Yuhan / Zhang, Wei-Qiang / Liu, Jia et al. | 2020
- 636
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Learning With Out-of-Distribution Data for Audio ClassificationIqbal, Turab / Cao, Yin / Kong, Qiuqiang / Plumbley, Mark D. / Wang, Wenwu et al. | 2020
- 641
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Multi-Branch Learning for Weakly-Labeled Sound Event DetectionHuang, Yuxin / Wang, Xiangdong / Lin, Liwei / Liu, Hong / Qian, Yueliang et al. | 2020
- 646
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Scene-Dependent Acoustic Event Detection with Scene Conditioning and Fake-Scene-Conditioned LossKomatsu, Tatsuya / Imoto, Keisuke / Togami, Masahito et al. | 2020
- 651
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Sound Event Localization Based on Sound Intensity Vector Refined by Dnn-Based Denoising and Source SeparationYasuda, Masahiro / Koizumi, Yuma / Saito, Shoichiro / Uematsu, Hisashi / Imoto, Keisuke et al. | 2020
- 656
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High-Resolution Attention Network with Acoustic Segment Model for Acoustic Scene ClassificationBai, Xue / Du, Jun / Pan, Jia / Zhou, Heng-shun / Tu, Yan-Hui / Lee, Chin-Hui et al. | 2020
- 661
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Polyphonic Sound Event Detection Using Transposed Convolutional Recurrent Neural NetworkChatterjee, Chandra Churh / Mulimani, Manjunath / Koolagudi, Shashidhar G. et al. | 2020
- 666
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SeCoST:: Sequential Co-Supervision for Large Scale Weakly Labeled Audio Event DetectionKumar, Anurag / Ithapu, Vamsi Krishna et al. | 2020
- 671
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Deep Speech Extraction with Time-Varying Spatial Filtering Guided By Desired Direction AttractorNakagome, Yu / Togami, Masahito / Ogawa, Tetsuji / Kobayashi, Tetsunori et al. | 2020
- 676
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Adaptive Blind Audio Source Extraction Supervised By Dominant Speaker Identification Using X-VectorsJansky, Jakub / Malek, Jiri / Cmejla, Jaroslav / Kounovsky, Tomas / Koldovsky, Zbynek / Zd'ansky, Jindrich et al. | 2020
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Convergence-Guaranteed Independent Positive Semidefinite Tensor Analysis Based on Student’s T DistributionKondo, Tatsuki / Fukushige, Kanta / Takamune, Norihiro / Kitamura, Daichi / Saruwatari, Hiroshi / Ikeshita, Rintaro / Nakatani, Tomohiro et al. | 2020
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Determined Source Separation Using the Sparsity of Impulse ResponsesTakahashi, Yuki / Kitahara, Daichi / Matsuura, Koichiro / Hirabayashi, Akira et al. | 2020
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Improving Speaker Discrimination of Target Speech Extraction With Time-Domain SpeakerbeamDelcroix, Marc / Ochiai, Tsubasa / Zmolikova, Katerina / Kinoshita, Keisuke / Tawara, Naohiro / Nakatani, Tomohiro / Araki, Shoko et al. | 2020
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WHAMR!: Noisy and Reverberant Single-Channel Speech SeparationMaciejewski, Matthew / Wichern, Gordon / McQuinn, Emmett / Roux, Jonathan Le et al. | 2020
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Impact of a Shift-Invariant Harmonic Phase Model in Fully Parametric Harmonic Voice Representation and Time/Frequency SynthesisFerreira, Anibal / Silva, Joao / Brito, Francisca / Sinha, Deepen et al. | 2020
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Hearing aid Research Data Set for Acoustic Environment RecognitionHuwel, Andreas / Adiloglu, Kamil / Bach, Jorg-Hendrik et al. | 2020
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Audio Feature Extraction for Vehicle Engine Noise ClassificationBecker, Luca / Nelus, Alexandru / Gauer, Johannes / Rudolph, Lars / Martin, Rainer et al. | 2020
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Time-Frequency Feature Decomposition Based on Sound Duration for Acoustic Scene ClassificationWu, Yuzhong / Lee, Tan et al. | 2020
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Vggsound: A Large-Scale Audio-Visual DatasetChen, Honglie / Xie, Weidi / Vedaldi, Andrea / Zisserman, Andrew et al. | 2020
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Transfer Learning from Youtube Soundtracks to Tag Arctic Ecoacoustic RecordingsCoban, Enis Berk / Pir, Dara / So, Richard / Mandel, Michael I et al. | 2020
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Data Augmentation Using Empirical Mode Decomposition on Neural Networks to Classify Impact Noise in VehicleNam, Gue-Hwan / Bu, Seok-Jun / Park, Na-Mu / Seo, Jae-Yong / Jo, Hyeon-Cheol / Jeong, Won-Tae et al. | 2020
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Clotho: an Audio Captioning DatasetDrossos, Konstantinos / Lipping, Samuel / Virtanen, Tuomas et al. | 2020
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Robust Fundamental Frequency Estimation in Coloured NoiseJaramillo, Alfredo Esquivel / Jakobsson, Andreas / Nielsen, Jesper Kjar / Grasboll Christensen, Mads et al. | 2020
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Efficient Bird Sound Detection on the Bela Embedded SystemSolomes, Alexandru-Marius / Stowell, Dan et al. | 2020
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Improving Automated Segmentation of Radio Shows with Audio EmbeddingsBerlage, Oberon / Lux, Klaus-Michael / Graus, David et al. | 2020
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SECL-UMons Database for Sound Event Classification and LocalizationBrousmiche, Mathilde / Rouat, Jean / Dupont, Stephane et al. | 2020
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Synthesizing Engaging Music Using Dynamic Models of Statistical SurprisalKothinti, Sandeep / Skerritt-Davis, Benjamin / Nair, Aditya / Elhilali, Mounya et al. | 2020
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Harmonics Based Representation in Clarinet Tone Quality EvaluationWang, Yixin / Guan, Xiaohong / Du, Youtian / Nan, Nan et al. | 2020
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Simultaneous Separation and Transcription of Mixtures with Multiple Polyphonic and Percussive InstrumentsManilow, Ethan / Seetharaman, Prem / Pardo, Bryan et al. | 2020
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The Role of Annotation Fusion Methods in the Study of Human-Reported Emotion Experience During Music ListeningGreer, Timothy / Mundnich, Karel / Sachs, Matthew / Narayanan, Shrikanth et al. | 2020
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Content Based Singing Voice Extraction from a Musical MixtureChandna, Pritish / Blaauw, Merlijn / Bonada, Jordi / Gomez, Emilia et al. | 2020
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Neural Percussive Synthesis Parameterised by High-Level Timbral FeaturesRamires, Antonio / Chandna, Pritish / Favory, Xavier / Gomez, Emilia / Serra, Xavier et al. | 2020
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Non-Griffin–Lim Type Signal Recovery from Magnitude SpectrogramNakatsu, Ryusei / Kitahara, Daichi / Hirabayashi, Akira et al. | 2020
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Vapar Synth - A Variational Parametric Model for Audio SynthesisSubramani, Krishna / Rao, Preeti / D'Hooge, Alexandre et al. | 2020
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Bandwidth Extension of Musical Audio Signals With No Side Information Using Dilated Convolutional Neural NetworksLagrange, Mathieu / Gontier, Felix et al. | 2020
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Towards Real-Time Single-Channel Singing-Voice Separation with Pruned Multi-Scaled DensenetsHuber, Markus / Schindler, Gunther / Schorkhuber, Christian / Roth, Wolfgang / Pernkopf, Franz / Froning, Holger et al. | 2020
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State-Based Transcription of Components of Carnatic MusicViraraghavan, Venkata Subramanian / Pal, Arpan / Murthy, Hema / Aravind, R et al. | 2020
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Meta-Learning Extractors for Music Source SeparationSamuel, David / Ganeshan, Aditya / Naradowsky, Jason et al. | 2020
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Consistency-Aware Multi-Channel Speech Enhancement Using Deep Neural NetworksMasuyama, Yoshiki / Togami, Masahito / Komatsu, Tatsuya et al. | 2020
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Phase Reconstruction Based On Recurrent Phase Unwrapping With Deep Neural NetworksMasuyama, Yoshiki / Yatabe, Kohei / Koizumi, Yuma / Oikawa, Yasuhiro / Harada, Noboru et al. | 2020
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Performance Study of a Convolutional Time-Domain Audio Separation Network for Real-Time Speech DenoisingSonning, Samuel / Schuldt, Christian / Erdogan, Hakan / Wisdom, Scott et al. | 2020
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Channel-Attention Dense U-Net for Multichannel Speech EnhancementTolooshams, Bahareh / Giri, Ritwik / Song, Andrew H. / Isik, Umut / Krishnaswamy, Arvindh et al. | 2020
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A Composite DNN Architecture for Speech EnhancementYemini, Yochai / Chazan, Shlomo E. / Goldberger, Jacob / Gannot, Sharon et al. | 2020
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Geometrically Constrained Independent Vector Analysis for Directional Speech EnhancementLi, Li / Koishida, Kazuhito et al. | 2020
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Real-Time Speech Enhancement Using Equilibriated RNNTakeuchi, Daiki / Yatabe, Kohei / Koizumi, Yuma / Oikawa, Yasuhiro / Harada, Noboru et al. | 2020
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Subspace-Based Speech Correlation Vector Estimation for Single-Microphone Multi-Frame MVDR FilteringFischer, Dorte / Doclo, Simon et al. | 2020
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Time-Frequency Loss for CNN Based Speech Super-ResolutionWang, Heming / Wang, Deliang et al. | 2020
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Time-Domain Neural Network Approach for Speech Bandwidth ExtensionHao, Xiang / Xu, Chenglin / Hou, Nana / Xie, Lei / Chng, Eng Siong / Li, Haizhou et al. | 2020
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Weighted Speech Distortion Losses for Neural-Network-Based Real-Time Speech EnhancementXia, Yangyang / Braun, Sebastian / Reddy, Chandan K. A. / Dubey, Harishchandra / Cutler, Ross / Tashev, Ivan et al. | 2020
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Snorer Diarisation Based On Deep Neural Network EmbeddingsRomero, Hector E. / Ma, Ning / Brown, Guy J. et al. | 2020
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Playing Technique Recognition by Joint Time–Frequency ScatteringWang, Changhong / Lostanlen, Vincent / Benetos, Emmanouil / Chew, Elaine et al. | 2020
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Privacy Aware Acoustic Scene Synthesis Using Deep Spectral Feature InversionGontier, Felix / Lagrange, Mathieu / Lavandier, Catherine / Petiot, Jean-Francois et al. | 2020
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Robustness Assessment of Automatic Reinke’s Edema Diagnosis SystemsMadruga, Mario / Campos-Roca, Yolanda / Perez, Carlos J. et al. | 2020
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Whosecough: In-the-Wild Cougher Verification Using Multitask LearningWhitehill, Matt / Garrison, Jake / Patel, Shwetak et al. | 2020
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Chirping up the Right Tree: Incorporating Biological Taxonomies into Deep Bioacoustic ClassifiersCramer, Jason / Lostanlen, Vincent / Farnsworth, Andrew / Salamon, Justin / Bello, Juan Pablo et al. | 2020
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Beamforming Design for High-Resolution Low-Intensity Focused Ultrasound NeuromodulationFan, Boqiang / Goodman, Wayne / Cho, Raymond Y. / Sheth, Sameer A. / Bouchard, Richard R. / Aazhang, Behnaam et al. | 2020
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An Attention Enhanced Multi-Task Model for Objective Speech Assessment in Real-World EnvironmentsDong, Xuan / Williamson, Donald S. et al. | 2020
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Humbug Zooniverse: A Crowd-Sourced Acoustic Mosquito DatasetKiskin, Ivan / Cobb, Adam D. / Wang, Lawrence / Roberts, Stephen et al. | 2020
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Subjective Quality Estimation Using PESQ For Hands-Free TerminalsKurihara, Sachiko / Fukui, Masahiro / Shimauchi, Suehiro / Harada, Noboru et al. | 2020
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Classification of Epileptic IEEG Signals by CNN and Data AugmentationZhao, Xuyang / Sole-Casals, Jordi / Li, Binghua / Huang, Zihao / Wang, Andong / Cao, Jianting / Tanaka, Toshihisa / Zhao, Qibin et al. | 2020
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Fractional Fourier Transform Based QRS Complex Detection in ECG SignalYaqoob, Touseef / Aziz, Saira / Ahmed, Sajid / Amin, Osama / Alouini, Mohamed-Slim et al. | 2020
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Cross-Domain Joint Dictionary Learning for ECG Reconstruction from PPGTian, Xin / Zhu, Qiang / Li, Yuenan / Wu, Min et al. | 2020
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An LSTM Based Architecture to Relate Speech Stimulus to EegMonesi, Mohammad Jalilpour / Accou, Bernd / Montoya-Martinez, Jair / Francart, Tom / Hamme, Hugo Van et al. | 2020
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Joint Semi-Supervised Feature Auto-Weighting and Classification Model for EEG-Based Cross-Subject Sleep Quality EvaluationPeng, Yong / Li, Qingxi / Kong, Wanzeng / Zhang, Jianhai / Lu, Bao-Liang / Cichocki, Andrzej et al. | 2020
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Reversal No Longer Matters: Attention-Based Arrhythmia Detection with Lead-Reversal ECG DataCao, Zheng / Shi, Jialin / Wu, Ji et al. | 2020
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Augmenting Molecular Images with Vector Representations as a Featurization Technique for Drug ClassificationMarchi, Daniel de / Budhiraja, Amarjit et al. | 2020
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Multi-Modal Self-Supervised Pre-Training for Joint Optic Disc and Cup Segmentation in Eye Fundus ImagesHervella, Alvaro S. / Ramos, Lucia / Rouco, Jose / Novo, Jorge / Ortega, Marcos et al. | 2020
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Dense Mapping of Intracellular Diffusion and Drift from Single-Particle Tracking Data AnalysisSalomon, Antoine / Valades-Cruz, Cesar Augusto / Leconte, Ludovic / Kervrann, Charles et al. | 2020
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A Deep Gradient Boosting Network for Optic Disc and Cup SegmentationLiu, Qing / Zou, Beiji / Zhao, Yang / Liang, Yixiong et al. | 2020
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Adaptive Elastic Loss Based on Progressive Inter-Class Association for Cervical Histology Image SegmentationMeng, Zhu / Zhao, Zhicheng / Su, Fei / Wang, Weibao et al. | 2020
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A Bidirectional Context Propagation Network for Urine Sediment Particle Detection in Microscopic ImagesYan, Meng / Liu, Qing / Yin, Zhihua / Wang, Du / Liang, Yixiong et al. | 2020
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The Swax Benchmark: Attacking Biometric Systems with Wax FiguresVareto, Rafael Henrique / Marcia Saldanha, Araceli / Schwartz, William Robson et al. | 2020
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Resting-State EEG-Based Biometrics with Signals Features Extracted by Multivariate Empirical Mode DecompositionMa, Matthew King-Hang / Lee, Tan / Fong, Manson Cheuk-Man / Shiyuan Wang, William et al. | 2020
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Auto-Fas: Searching Lightweight Networks for Face Anti-SpoofingYu, Zitong / Qin, Yunxiao / Xu, Xiaqing / Zhao, Chenxu / Wang, Zezheng / Lei, Zhen / Zhao, Guoying et al. | 2020
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Domain Adaptation for Generalization of Face Presentation Attack Detection in Mobile Settengs with Minimal InformationMohammadi, Amir / Bhattacharjee, Sushil / Marcel, Sebastien et al. | 2020
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A Lightweight Multi-Label Segmentation Network for Mobile Iris BiometricsWang, Caiyong / Wang, Yunlong / Xu, Boqiang / He, Yong / Dong, Zhiwei / Sun, Zhenan et al. | 2020
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Modeling Behavioral Consistency in Large-Scale Wearable Recordings of Human Bio-Behavioral SignalsFeng, Tiantian / Narayanan, Shrikanth S. et al. | 2020
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Modeling Behavior as Mutual Dependency between Physiological Signals and Indoor Location in Large-Scale Wearable Sensor StudyFeng, Tiantian / Booth, Brandon M. / Narayanan, Shrikanth S. et al. | 2020
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Multichannel Signal Classification Using Vector AutoregressionHaboub, Amine / Baali, Hamza / Bouzerdoum, Abdesselam et al. | 2020
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Efficient Algorithm to Implement Sliding Singular Spectrum Analysis with Application to Biomedical Signal DenoisingSaeed, Muzammil / Took, Clive Cheong / Alty, Stephen R. et al. | 2020
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Strategic Attention Learning for Modality TranslationMartinez, Jonathan / Akbari, Ali / Sel, Kaan / Jafari, Roozbeh et al. | 2020
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Sparse CSP Algorithm via Joint Spatio-Temporal FilteringJiang, Aimin / Shang, Jing / Cheng, Weigao / Liu, Xiaofeng / Kwan, Hon Keung / Zhu, Yanping et al. | 2020
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Human-Machine Collaboration for Medical Image SegmentationRavanbakhsh, Mahdyar / Tschernezki, Vadim / Last, Felix / Klein, Tassilo / Batmanghelich, Kayhan / Tresp, Volker / Nabi, Moin et al. | 2020
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Mixup Multi-Attention Multi-Tasking Model for Early-Stage Leukemia IdentificationMathur, Puneet / Piplani, Mehak / Sawhney, Ramit / Jindal, Amit / Shah, Rajiv Ratn et al. | 2020
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Cross-View Attention Network for Breast Cancer Screening from Multi-View MammogramsZhao, Xuran / Yu, Luyang / Wang, Xun et al. | 2020
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UNet 3+: A Full-Scale Connected UNet for Medical Image SegmentationHuang, Huimin / Lin, Lanfen / Tong, Ruofeng / Hu, Hongjie / Zhang, Qiaowei / Iwamoto, Yutaro / Han, Xianhua / Chen, Yen-Wei / Wu, Jian et al. | 2020
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Unsupervised Content-Preserved Adaptation Network for Classification of Pulmonary Textures from Different CT ScannersXu, Rui / Cong, Zhen / Ye, Xinchen / Kido, Shoji / Tomiyama, Noriyuki et al. | 2020
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Classify and Explain: An Interpretable Convolutional Neural Network For Lung Cancer DiagnosisLi, Yaowei / Gu, Donghao / Wen, Zhaojing / Jiang, Feng / Liu, Shaohui et al. | 2020
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Robust Global Optimized Affine Registration Method for Microscopic Images of Biological TissueLv, Yanan / Chen, Xi / Shu, Chang / Han, Hua et al. | 2020
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Empirical Sure-Guided Microscopy Super-Resolution Image Reconstruction from Confocal Multi-Array DetectorsPrigent, Sylvain / Dutertre, Stephanie / Kervrann, Charles et al. | 2020
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Encoding Temporal Information For Automatic Depression Recognition From Facial Analysisde Melo, Wheidima Carneiro / Granger, Eric / Lopez, Miguel Bordallo et al. | 2020
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Retinal Vessel Segmentation via a Semantics and Multi-Scale Aggregation NetworkXu, Rui / Ye, Xinchen / Jiang, Guiliang / Liu, Tiantian / Li, Liang / Tanaka, Satoshi et al. | 2020
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Adaptive Matched Filter using Non-Target Free Training DataRekavandi, Aref Miri / Seghouane, Abd-Krim / Evans, Robin J. et al. | 2020
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Feature Drift Resilient Tracking of The Carotid Artery Wall Using Unscented Kalman Filtering With Data FusionDorazil, Jan / Repp, Rene / Kropfreiter, Thomas / Pruller, Richard / Riha, Kamil / Hlawatsch, Franz et al. | 2020
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Tracing Network Evolution Using The Parafac2 ModelRoald, Marie / Bhinge, Suchita / Jia, Chunying / Calhoun, Vince / Adali, Tulay / Acar, Evrim et al. | 2020
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A Model-Based Deep Network for MRI Reconstruction Using Approximate Message Passing AlgorithmQiao, Xiaoyu / Du, Jinglong / Wang, Lulu / He, Zhongshi / Jia, Yuanyuan et al. | 2020
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Online Positron Emission Tomography By Online Portfolio SelectionLi, Yen-Huan et al. | 2020
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Space Filling Curves for MRI SamplingSharma, Shubham / Hari, K.V.S. / Leus, Geert et al. | 2020
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K-Space Trajectory Design for Reduced MRI Scan TimeSharma, Shubham / Hari, K.V.S. / Leus, Geert et al. | 2020
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Rethinking Retinal Landmark Localization as Pose Estimation: Naïve Single Stacked Network for Optic Disk and Fovea DetectionMaiya, Shishira R. / Mathur, Puneet et al. | 2020
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Hidden Markov Models for Sepsis Detection in Preterm InfantsHonore, Antoine / Liu, Dong / Forsberg, David / Coste, Karen / Herlenius, Eric / Chatterjee, Saikat / Skoglund, Mikael et al. | 2020
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Blood Pressure Estimation From PPG Signals Using Convolutional Neural Networks And Siamese NetworkSchlesinger, Oded / Vigderhouse, Nitai / Eytan, Danny / Moshe, Yair et al. | 2020
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Speech Breathing Estimation Using Deep Learning MethodsNallanthighal, Venkata Srikanth / Harma, Aki / Strik, Helmer et al. | 2020
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A Fast Non-Contact Vital Signs Detection Method Based on Regional Hidden Markov Model in A 77ghz Lfmcw Radar SystemMei, Zengyang / Wu, Qisong / Hu, Zhengyu / Tao, Jun et al. | 2020
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Robust Likelihood Ratio Test Using α−DivergenceRekavandi, Aref Miri / Seghouane, Abd-Krim / Evans, Robin J. et al. | 2020
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Using X-Vectors to Automatically Detect Parkinson’s Disease from SpeechMoro-Velazquez, Laureano / Villalba, Jesus / Dehak, Najim et al. | 2020
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Learning A Common Granger Causality Network Using A Non-Convex RegularizationManomaisaowapak, Parinthorn / Songsiri, Jitkomut et al. | 2020
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Synthetic Data Generation Through Statistical Explosion: Improving Classification Accuracy of Coronary Artery Disease Using PPGBhattacharya, Sakyajit / Mazumder, Oishee / Roy, Dibyendu / Sinha, Aniruddha / Ghose, Avik et al. | 2020
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High-Accuracy Classification of Attention Deficit Hyperactivity Disorder with L2,1-Norm Linear Discriminant AnalysisTang, Yibin / Li, Xufei / Chen, Ying / Zhong, Yuan / Jiang, Aimin / Liu, Xiaofeng et al. | 2020
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A Neural Network-Based Spike Sorting Feature Map That Resolves Spike Overlap in the Feature SpaceWouters, Jasper / Kloosterman, Fabian / Bertrand, Alexander et al. | 2020
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Gait Phase Segmentation Using Weighted Dynamic Time Warping and K-Nearest Neighbors Graph EmbeddingChen, Tze-Shen / Lin, Ting-Ya / Hong, Y.-W. Peter et al. | 2020
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Automatic Classification of Volumes of Water Using Swallow Sounds from Cervical AuscultationSubramani, Siddharth / Achuth Rao, M V / Giridhar, Divya / Hegde, Prasanna Suresh / Kumar Ghosh, Prasanta et al. | 2020
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Conditional Domain Adversarial Transfer for Robust Cross-Site ADHD Classification Using Functional MRIHuang, Ya-Lin / Hsieh, Wan-Ting / Yang, Hao-Chun / Lee, Chi-Chun et al. | 2020
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Eeg Connectivity - Informed Cooperative Adaptive Line Enhancer for Recognition of Brain StateSanei, Saeid / Took, Clive Cheong / Jarchi, Delaram / Prochazka, Ales et al. | 2020
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Online Graph Topology Inference with Kernels For Brain Connectivity EstimationMoscu, Mircea / Borsoi, Ricardo / Richard, Cedric et al. | 2020
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Minimal Adversarial Perturbations in Mobile Health Applications: The Epileptic Brain Activity Case StudyAminifar, Amir et al. | 2020
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Detecting Autism Spectrum Disorder Using Topological Data AnalysisMajumder, Shouvik / Apicella, Fabio / Muratori, Filippo / Das, Koel et al. | 2020
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Multi-View Bayesian Generative Model for Multi-Subject FMRI Data on Brain Decoding of Viewed Image CategoriesAkamatsu, Yusuke / Harakawa, Ryosuke / Ogawa, Takahiro / Haseyama, Miki et al. | 2020
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Time-Frequency Analysis of Unimodal Sensory Processing In Autism Spectrum DisorderD'Croz-Baron, David F. / Baker, Mary C. / Karp, Tanja et al. | 2020
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Automatic Epileptic Seizure Onset-Offset Detection Based On CNN in Scalp EEGBoonyakitanont, Poomipat / Lek-uthai, Apiwat / Songsiri, Jitkomut et al. | 2020
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Enhance feature representation of electroencephalogram for Seizure detectionWang, Danyang / Fang, Yuchun / Li, Yifan / Chai, Changfeng et al. | 2020
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Speech Synthesis Using EEGKrishna, Gautam / Tran, Co / Han, Yan / Carnahan, Mason / Tewfik, Ahmed H et al. | 2020
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Eeg Feature Selection Using Orthogonal Regression: Application to Emotion RecognitionXu, Xueyuan / Wei, Fulin / Zhu, Zhiyuan / Liu, Jianhong / Wu, Xia et al. | 2020
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Scalpnet: Detection of Spatiotemporal Abnormal Intervals in Epileptic EEG Using Convolutional Neural NetworksSakai, Takahiko / Shoji, Taku / Yoshida, Noboru / Fukumori, Kosuke / Tanaka, Yuichi / Tanaka, Toshihisa et al. | 2020
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A Semi-Supervised Approach For Identifying Abnormal Heart Sounds Using Variational AutoencoderBanerjee, Rohan / Ghose, Avik et al. | 2020
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Detection Of S1 And S2 Locations In Phonocardiogram Signals Using Zero Frequency FilterPrasad, RaviShankar / Yilmaz, Gurkan / Chetelat, Olivier / Magimai.-Doss, Mathew et al. | 2020
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Mental Fatigue Prediction from Multi-Channel ECOG SignalYao, Lin / Baker, Jonathan L. / Ryou, Jae-Wook / Schiff, Nicholas D. / Purpura, Keith P. / Shoaran, Mahsa et al. | 2020
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The Effect of Data Augmentation on Classification of Atrial Fibrillation in Short Single-Lead ECG Signals Using Deep Neural NetworksHatamian, Faezeh Nejati / Ravikumar, Nishant / Vesal, Sulaiman / Kemeth, Felix P. / Struck, Matthias / Maier, Andreas et al. | 2020
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Atrial Fibrillation Risk Prediction from Electrocardiogram and Related Health Data with Deep Neural NetworkChen, Yi-Huan / Twing, A. Husain / Badawi, Diaa / Danavi, Joseph / McCauley, Mark / Cetin, A. Enis et al. | 2020
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Adaptive Region Aggregation Network: Unsupervised Domain Adaptation with Adversarial Training for ECG DelineationChen, Ming / Wang, Guijin / Chen, Hui / Ding, Zijian et al. | 2020
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Matching Pursuit Based Dynamic Phase-Amplitude Coupling MeasureMunia, Tamanna T. K. / Aviyente, Selin et al. | 2020
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Multitaper Spectral Granger Causality with Application to SsvepAnderson, Rachele / Sandsten, Maria et al. | 2020
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Cross-Domain Adaptation for Biometric Identification Using PhotoplethysmogramLee, Eugene / Ho, Annie / Wang, Yi-Ting / Huang, Cheng-Han / Lee, Chen-Yi et al. | 2020
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Exploring Bio-Behavioral Signal Trajectories of State Anxiety During Public SpeakingNirjhar, Ehsanul Haque / Behzadan, Amir / Chaspari, Theodora et al. | 2020
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Real-Time Hand Gesture Recognition Using Temporal Muscle Activation Maps of Multi-Channel Semg SignalsSilva, Ashwin De / Perera, Malsha V. / Wickramasinghe, Kithmin / Naim, Asma M. / Dulantha Lalitharatne, Thilina / Kappel, Simon L. et al. | 2020
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Discovering Causalities from Cardiotocography Signals using Improved Convergent Cross Mapping with Gaussian ProcessesFeng, Guanchao / Quirk, J. Gerald / Djuric, Petar M. et al. | 2020
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Lai-Net: Local-Ancestry Inference with Neural NetworksMontserrat, Daniel Mas / Bustamante, Carlos / Ioannidis, Alexander et al. | 2020
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Prediction of Individual Progression Rate in Parkinson’s Disease Using Clinical Measures and Biomechanical Measures of Gait and Postural StabilityRaval, Vyom / Nguyen, Kevin P. / Gerald, Ashley / Dewey, Richard B. / Montillo, Albert et al. | 2020
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Deep Matrix Completion on Graphs: Application in Drug Target Interaction PredictionMongia, Aanchal / Majumdar, Angshul et al. | 2020
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Identification of Essential Proteins Using A Novel Multi-Objective Optimization MethodWu, Chong / Zhang, Houwang / Zhang, Le / Zheng, Hanying et al. | 2020
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Graph Convolutional Neural Networks to Classify Whole Slide ImagesKonda, Roshan / Wu, Hang / Wang, May D. et al. | 2020
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Deep James-Stein Neural Networks For Brain-Computer InterfacesAngjelichinoski, Marko / Soltani, Mohammadreza / Choi, John / Pesaran, Bijan / Tarokh, Vahid et al. | 2020
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Formulating Divergence Framework for Multiclass Motor Imagery EEG Brain Computer InterfaceKumar, Satyam / Reddy, Tharun Kumar / Arora, Vipul / Behera, Laxmidhar et al. | 2020
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Compressive Adaptive Bilateral FilteringNair, Pravin / Gavaskar, Ruturaj G. / Chaudhury, Kunal N. et al. | 2020
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Attention Mechanism Enhanced Kernel Prediction Networks for Denoising of Burst ImagesZhang, Bin / Jin, Shenyao / Xia, Yili / Huang, Yongming / Xiong, Zixiang et al. | 2020
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Image Restoration Via Data-Dependent Proximal Averaged OptimizationMu, Pan / Chen, Jian / Liu, Risheng / Zhong, Wei / Fan, Xin / Luo, Zhongxuan et al. | 2020
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Multi-Way Multi-View Deep Autoencoder for Image Feature Learning with Multi-Level Graph RegularizationFang, Zheng / Zhou, Sen / Li, Xi / Zhu, Haoqi et al. | 2020
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Exposure Interpolation Via Hybrid LearningZheng, Chaobing / Li, Zhengguo / Yang, Yi / Wu, Shiqian et al. | 2020
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Learning Spatio-Temporal Representations With Temporal Squeeze PoolingHuang, Guoxi / Bors, Adrian G. et al. | 2020
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Fine-Grained Giant Panda IdentificationDing, Rizhi / Wang, Le / Zhang, Qilin / Niu, Zhenxing / Zheng, Nanning / Hud, Gang et al. | 2020
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Learning from Dances: Pose-Invariant Re-Identification for Multi-Person TrackingHo, Hsuan-I / Shim, Minho / Wee, Dongyoon et al. | 2020
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Learning Fractional Orthogonal Latent Consistent Features for Face Hallucination and RecognitionYuan, Yun-Hao / Li, Jin / Li, Yun / Qiang, Jipeng / Li, Bin et al. | 2020
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Sparse Modeling on Distributed Encryption DataBANDOH, Yukihiro / NAKACHI, Takayuki / KIYA, Hitoshi et al. | 2020
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S-DOD-CNN: Doubly Injecting Spatially-Preserved Object Information for Event RecognitionLee, Hyungtae / Eum, Sungmin / Kwon, Heesung et al. | 2020
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Angular Discriminative Deep Feature Learning for Face VerificationWu, Bowen / Wu, Huaming et al. | 2020
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3d Deformation Signature for Dynamic Face RecognitionRahman Shabayek, Abd El / Aouada, Djamila / Cherenkova, Kseniya / Gusev, Gleb / Ottersten, Bjorn et al. | 2020
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ASR is All You Need: Cross-Modal Distillation for Lip ReadingAfouras, Triantafyllos / Chung, Joon Son / Zisserman, Andrew et al. | 2020
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Color Stabilization for Multi-Camera Light-Field ImagingThanh, Olivier Vu / Canham, Trevor / Vazquez-Corral, Javier / Rodriguez, Raquel Gil / Bertalmio, Marcelo et al. | 2020
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Learning Spatio-Temporal Convolutional Network for Real-Time Object TrackingChen, Hanzao / Xing, Xiaofen / Xu, Xiangmin et al. | 2020
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Learned Lossless Image Compression with A Hyperprior and Discretized Gaussian Mixture LikelihoodsCheng, Zhengxue / Sun, Heming / Takeuchi, Masaru / Katto, Jiro et al. | 2020
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Variable Bitrate Image Compression with Quality Scaling FactorsChen, Tong / Ma, Zhan et al. | 2020
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Binary Probability Model for Learning Based Image CompressionLADUNE, Theo / PHILIPPE, Pierrick / HAMIDOUCHE, Wassim / ZHANG, Lu / DEFORGES, Olivier et al. | 2020
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Improved Probability Modelling for Exception Handling in Lossless Screen Content CodingStrutz, Tilo et al. | 2020
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Spatially Adaptive Intra Mode Pre-Selection for ERP 360 Video CodingStorch, Iago / Zatt, Bruno / Agostini, Luciano / Correa, Guilherme / da Silva Cruz, Luis A. / Palomino, Daniel et al. | 2020
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Semi-Regular Geometric Kernel Encoding & Reconstruction for Video CompressionJiang, Xiaochong / Yang, Cheng / Cheung, Gene / Takamura, Seishi et al. | 2020
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Leveraging Cuboids for Better Motion Modeling in High Efficiency Video CodingAhmmed, Ashek / Murshed, Manzur / Paul, Manoranjan et al. | 2020
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Adversarial Video Compression Guided by Soft Edge DetectionKim, Sungsoo / Park, Jin Soo / Bampis, Christos G. / Lee, Jaeseong / Markey, Mia K. / Dimakis, Alexandros G. / Bovik, Alan C. et al. | 2020
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Compressing Flow Fields with Edge-Aware Homogeneous Diffusion InpaintingJost, Ferdinand / Peter, Pascal / Weickert, Joachim et al. | 2020
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Adaptive Resolution Change Using Uncoded Areas and Dictionary Learning-Based Super-Resolution in Versatile Video CodingSchneider, Jens / Sauer, Johannes / Rohlfing, Christian et al. | 2020
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RDE-MOGA: Automatic Selection of Rate-Distortion-Energy Control Points for Video Encoders Using Muti-Objetive Genetic AlgorithmMachado, Italo D. / de Aguiar, Marilton S. / Porto, Marcelo / Correa, Guilherme / Palomino, Daniel / Zatt, Bruno et al. | 2020
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A Connected Auto-Encoders Based Approach for Image Separation with Side Information: With Applications to Art InvestigationPu, Wei / Sober, Barak / Daly, Nathan / Higgitt, Catherine / Daubechies, Ingrid / Rodrigues, Miguel R.D. et al. | 2020
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Self-Supervised Adversarial TrainingChen, Kejiang / Chen, Yuefeng / Zhou, Hang / Mao, Xiaofeng / Li, Yuhong / He, Yuan / Xue, Hui / Zhang, Weiming / Yu, Nenghai et al. | 2020
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Gray-Scale Image Colorization Using Cycle-Consistent Generative Adversarial Networks with Residual Structure EnhancerJohari, Mohammad Mahdi / Behroozi, Hamid et al. | 2020
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All You Need is a Second Look: Towards Tighter Arbitrary Shape Text DetectionCao, Meng / Zou, Yuexian et al. | 2020
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Compare Learning: Bi-Attention Network for Few-Shot LearningKe, Li / Pan, Meng / Wen, Weigao / Li, Dong et al. | 2020
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Arnet: Attention-Based Refinement Network for Few-Shot Semantic SegmentationLi, Rusheng / Liu, Hanhui / Zhu, Yuesheng / Bai, Zhiqiang et al. | 2020
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Lightdet: A Lightweight and Accurate Object Detection NetworkTang, Qiankun / Li, Jie / Shi, Zhiping / Hu, Yu et al. | 2020
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Self-Supervised Deep Learning for Fisheye Image RectificationChao, Chun-Hao / Hsu, Pin-Lun / Lee, Hung-Yi / Wang, Yu-Chiang Frank et al. | 2020
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Sketchppnet: A Joint Pixel and Point Convolutional Neural Network For Low Resolution Sketch Image RecognitionZhu, Xianyi / Xiao, Yi / Zheng, Yan / Tan, Guanghua / Zhou, Shizhe et al. | 2020
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All In One Network for Driver Attention MonitoringYang, Dawei / Li, Xinlei / Dai, Xiaotian / Zhang, Rui / Qi, Lizhe / Zhang, Wenqiang / Jiang, Zhe et al. | 2020
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Unsupervised Domain Adaptation for Semantic Segmentation with Symmetric Adaptation ConsistencyLi, Zongyao / Togo, Ren / Ogawa, Takahiro / Haseyama, Miki et al. | 2020
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IQ-STAN: Image Quality Guided Spatio-Temporal Attention Network for License Plate RecognitionZhang, Cong / Wang, Qi / Li, Xuelong et al. | 2020
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Weakly Supervised Semantic Segmentation For Remote Sensing Hyperspectral ImagingMoliner, Eloi / Romero, Luis Salgueiro / Vilaplana, Veronica et al. | 2020
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Social Data Assisted Multi-Modal Video Analysis For Saliency DetectionXia, Jiangyue / Tian, Jingqi / Xing, Jiankai / Cheng, Jiawen / Zhang, Jun / Wen, Jiangtao / Li, Zhengguang / Lou, Jian et al. | 2020
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View-Angle Invariant Object Monitoring Without Image RegistrationZhang, Xin / Huo, Chunlei / Pan, Chunhong et al. | 2020
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Hierarchical Sequence Representation with Graph NetworkChen, Da / Wu, Xiang / Dong, Jianfeng / He, Yuan / Xue, Hui / Mao, Feng et al. | 2020
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Multi Image Depth from Defocus Network with Boundary Cue for Dual Aperture CameraSong, Gwangmo / Kim, Yumee / Chun, Kukjin / Lee, Kyoung Mu et al. | 2020
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Height and Weight Estimation from Unconstrained ImagesAltinigne, Can Yilmaz / Thanou, Dorina / Achanta, Radhakrishna et al. | 2020
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Sampling Strategies for GAN Synthetic DataBhattarai, Binod / Baek, Seungryul / Bodur, Rumeysa / Kim, Tae-Kyun et al. | 2020
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Auglabel: Exploiting Word Representations to Augment Labels for Face Attribute ClassificationBhattarai, Binod / Bodur, Rumeysa / Kim, Tae-Kyun et al. | 2020
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Multi-Task Center-Of-Pressure Metrics Estimation from Skeleton Using Graph Convolutional NetworkDu, Chen / Graham, Sarah / Jin, Shiwei / Depp, Colin / Nguyen, Truong et al. | 2020
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Multi-Task Learning in Autonomous Driving Scenarios Via Adaptive Feature Refinement NetworksZhai, Mingliang / Xiang, Xuezhi / Lv, Ning / Saddik, Abdulmotaleb El et al. | 2020
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A Real-Time Deep Network for Crowd CountingShi, Xiaowen / Li, Xin / Wu, Caili / Kong, Shuchen / Yang, Jing / He, Liang et al. | 2020
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Drift Detection and Correction Post-TrackingGhoniemy, Tarek / Amer, Maria A. et al. | 2020
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Interpretable Self-Attention Temporal Reasoning for Driving Behavior UnderstandingLiu, Yi-Chieh / Hsieh, Yung-An / Chen, Min-Hung / Yang, C.-H. Huck / Tegner, J. / Tsai, Y.-C. James et al. | 2020
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Non-Uniform Video Time-Lapse Method Based on Motion Scenario and Stabilization ConstraintGuo, Kai / Kim, Nakhoon / Seo, Duckchan / Kim, Irina / Chang, Soonkeun / Min, Dong-Ki / Lim, Sukhwan et al. | 2020
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Key Action and Joint CTC-Attention based Sign Language RecognitionLi, Haibo / Gao, Liqing / Han, Ruize / Wan, Liang / Feng, Wei et al. | 2020
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Learning Geometric Features with Dual–stream CNN for 3D Action RecognitionHuynh-The, Thien / Hua, Cam-Hao / Tu, Nguyen Anh / Kim, Dong-Seong et al. | 2020
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A Deep Learning Approach to Object Affordance SegmentationThermos, Spyridon / Daras, Petros / Potamianos, Gerasimos et al. | 2020
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Multi-View Shape Estimation of Transparent ContainersXompero, Alessio / Sanchez-Matilla, Ricardo / Modas, Apostolos / Frossard, Pascal / Cavallaro, Andrea et al. | 2020
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Rethinking Temporal-Related Sample for Human Action RecognitionWang, Jinpeng / Li, Shiren / Duan, Zhikui / Yuan, Zhihao et al. | 2020
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FDDWNet: A Lightweight Convolutional Neural Network for Real-Time Semantic SegmentationLiu, Jia / Zhou, Quan / Qiang, Yong / Kang, Bin / Wu, Xiaofu / Zheng, Baoyu et al. | 2020
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Complex Pairwise Activity Analysis Via Instance Level Evolution ReasoningPaul, Sudipta / Torres, Carlos / Chandrasekaran, Shivkumar / Roy-Chowdhury, Amit K. et al. | 2020
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Scene Text Recognition with Temporal Convolutional EncoderDu, Xiangcheng / Ma, Tianlong / Zheng, Yingbin / Ye, Hao / Wu, Xingjiao / He, Liang et al. | 2020
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Enhanced Action Tubelet Detector for Spatio-Temporal Video Action DetectionWu, Yutang / Wang, Hanli / Wang, Shuheng / Li, Qinyu et al. | 2020
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Secure Face Recognition in Edge and Cloud Networks: From the Ensemble Learning PerspectiveWang, Yitu / Nakachi, Takayuki et al. | 2020
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Low Complexity Single Image Super-Resolution with Channel Splitting and Fusion NetworkZou, Minqiang / Tang, Jie / Wu, Gangshan et al. | 2020
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Learning Spectral-Spatial Prior Via 3DDNCNN for Hyperspectral Image DeconvolutionWang, Xiuheng / Chen, Jie / Richard, Cedric / Brie, David et al. | 2020
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Dynamically Modulated Deep Metric Learning for Visual SearchManandhar, Dipu / Bastan, Muhammet / Yap, Kim-Hui et al. | 2020
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Deep Residual Network for MSFA Raw Image DenoisingPan, Zhihong / Li, Baopu / Cheng, Hsuchun / Bao, Yingze et al. | 2020
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MSPNET: Multi-Supervised Parallel Network for Crowd CountingWei, Bo / Yuan, Yuan / Wang, Qi et al. | 2020
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Video Question Generation via Semantic Rich Cross-Modal Self-Attention Networks LearningWang, Yu-Siang / Su, Hung-Ting / Chang, Chen-Hsi / Liu, Zhe-Yu / Hsu, Winston H. et al. | 2020
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Blind Hyperspectral Unmixing using Dual Branch Deep Autoencoder with Orthogonal Sparse PriorDou, Zeyang / Gao, Kun / Zhang, Xiaodian / Wang, Hong / Wang, Junwei et al. | 2020
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Classification of Depth and Surface Edges with Deep FeaturesLi, Zhenhao / Wu, Xiaolin et al. | 2020
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Learning to Characterize Adversarial SubspacesMao, Xiaofeng / Chen, Yuefeng / Li, Yuhong / He, Yuan / Xue, Hui et al. | 2020
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Video Deblurring Via 3d CNN and Fourier Accumulation LearningYang, Fan / Xiao, Liang / Yang, Jingxiang et al. | 2020
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Enhanced Non-Local Cascading Network with Attention Mechanism for Hyperspectral Image DenoisingMa, Hanwen / Liu, Ganchao / Yuan, Yuan et al. | 2020
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Quantized Tensor Robust Principal Component AnalysisAidini, Anastasia / Tsagkatakis, Grigorios / Tsakalides, Panagiotis et al. | 2020
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A New Perspective for Flexible Feature Gathering in Scene Text Recognition Via Character Anchor PoolingLong, Shangbang / Guan, Yushuo / Bian, Kaigui / Yao, Cong et al. | 2020
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Hybrid Active Contour Driven by Double-Weighted Signed Pressure Force for Image SegmentationFu, Xingyu / Fang, Bin / Zhou, Mingliang / Li, Jiajun et al. | 2020
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Neural Coding Strategies for Event-Based Vision DataHarrigan, Shane / Coleman, Sonya / Kerr, Dermot / Yogarajah, Pratheepan / Fang, Zheng / Wu, Chengdong et al. | 2020
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Camera Configuration Design in Cooperative Active Visual 3d Reconstruction: A Statistical ApproachAn, Qier / Shen, Yuan et al. | 2020
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Hand-3d-Studio: A New Multi-View System for 3d Hand ReconstructionZhao, Zhengyi / Wang, Tianyao / Xia, Siyu / Wang, Yangang et al. | 2020
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Learning Endmember Dynamics in Multitemporal Hyperspectral Data Using A State-Space Model FormulationDrumetz, Lucas / Mura, Mauro Dalla / Tochon, Guillaume / Fablet, Ronan et al. | 2020
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Learning Eating Environments Through Scene ClusteringYarlagadda, Sri Kalyan / Baireddy, Sriram / Guera, David / Boushey, Carol J. / Kerr, Deborah A. / Zhu, Fengqing et al. | 2020