Adaptive Graph Auto-Encoder for General Data Clustering (English)
- New search for: Li, Xuelong
- Further information on Li, Xuelong:
- https://orcid.org/0000-0003-2924-946X
- New search for: Zhang, Hongyuan
- Further information on Zhang, Hongyuan:
- https://orcid.org/0000-0003-4274-7332
- New search for: Zhang, Rui
- Further information on Zhang, Rui:
- https://orcid.org/0000-0001-9418-0863
- New search for: Li, Xuelong
- Further information on Li, Xuelong:
- https://orcid.org/0000-0003-2924-946X
- New search for: Zhang, Hongyuan
- Further information on Zhang, Hongyuan:
- https://orcid.org/0000-0003-4274-7332
- New search for: Zhang, Rui
- Further information on Zhang, Rui:
- https://orcid.org/0000-0001-9418-0863
In:
IEEE Transactions on Pattern Analysis and Machine Intelligence
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44
, 12
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9725-9732
;
2022
- Article (Journal) / Electronic Resource
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Title:Adaptive Graph Auto-Encoder for General Data Clustering
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Contributors:
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Published in:IEEE Transactions on Pattern Analysis and Machine Intelligence ; 44, 12 ; 9725-9732
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Publisher:
- New search for: IEEE
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Publication date:2022-12-01
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Size:968188 byte
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Source:
Table of contents – Volume 44, Issue 12
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.
- 8702
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Introduction to the Special Section of CVPR 2017Liu, Yanxi / Rehg, James M. / Taylor, Camillo J. / Wu, Ying et al. | 2022
- 8704
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Convolutional Networks with Dense ConnectivityHuang, Gao / Liu, Zhuang / Pleiss, Geoff / Maaten, Laurens van der / Weinberger, Kilian Q. et al. | 2022
- 8717
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Deep Audio-Visual Speech RecognitionAfouras, Triantafyllos / Chung, Joon Son / Senior, Andrew / Vinyals, Oriol / Zisserman, Andrew et al. | 2022
- 8728
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Computational Imaging on the Electric GridSheinin, Mark / Schechner, Yoav Y. / Kutulakos, Kiriakos N. et al. | 2022
- 8740
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Estimation of Wetness and Color from a Single Multispectral ImageOkawa, Hiroki / Shimano, Mihoko / Asano, Yuta / Bise, Ryoma / Nishino, Ko / Sato, Imari et al. | 2022
- 8754
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Multi-View Supervision for Single-View Reconstruction via Differentiable Ray ConsistencyTulsiani, Shubham / Zhou, Tinghui / Efros, Alexei A. / Malik, Jitendra et al. | 2022
- 8766
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A Topological Loss Function for Deep-Learning Based Image Segmentation Using Persistent HomologyClough, James R. / Byrne, Nicholas / Oksuz, Ilkay / Zimmer, Veronika A. / Schnabel, Julia A. / King, Andrew P. et al. | 2022
- 8779
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Adaptive Action AssessmentPan, Jia-Hui / Gao, Jibin / Zheng, Wei-Shi et al. | 2022
- 8796
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Adaptive Graph Guided Disambiguation for Partial Label LearningWang, Deng-Bao / Zhang, Min-Ling / Li, Li et al. | 2022
- 8812
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Adaptive Temporal Difference Learning With Linear Function ApproximationSun, Tao / Shen, Han / Chen, Tianyi / Li, Dongsheng et al. | 2022
- 8825
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Bringing Light Into the Dark: A Large-Scale Evaluation of Knowledge Graph Embedding Models Under a Unified FrameworkAli, Mehdi / Berrendorf, Max / Hoyt, Charles Tapley / Vermue, Laurent / Galkin, Mikhail / Sharifzadeh, Sahand / Fischer, Asja / Tresp, Volker / Lehmann, Jens et al. | 2022
- 8846
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Content and Style Aware Generation of Text-Line Images for Handwriting RecognitionKang, Lei / Riba, Pau / Rusinol, Marcal / Fornes, Alicia / Villegas, Mauricio et al. | 2022
- 8861
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Co-VAE: Drug-Target Binding Affinity Prediction by Co-Regularized Variational AutoencodersLi, Tianjiao / Zhao, Xing-Ming / Li, Limin et al. | 2022
- 8874
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Deep Learning for HDR Imaging: State-of-the-Art and Future TrendsWang, Lin / Yoon, Kuk-Jin et al. | 2022
- 8896
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Distilled Siamese Networks for Visual TrackingShen, Jianbing / Liu, Yuanpei / Dong, Xingping / Lu, Xiankai / Khan, Fahad Shahbaz / Hoi, Steven et al. | 2022
- 8910
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Face Restoration via Plug-and-Play 3D Facial PriorsHu, Xiaobin / Ren, Wenqi / Yang, Jiaolong / Cao, Xiaochun / Wipf, David / Menze, Bjoern / Tong, Xin / Zha, Hongbin et al. | 2022
- 8927
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Fine-Grained Image Analysis With Deep Learning: A SurveyWei, Xiu-Shen / Song, Yi-Zhe / Aodha, Oisin Mac / Wu, Jianxin / Peng, Yuxin / Tang, Jinhui / Yang, Jian / Belongie, Serge et al. | 2022
- 8949
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Generalized Few-Shot Video Classification With Video Retrieval and Feature GenerationXian, Yongqin / Korbar, Bruno / Douze, Matthijs / Torresani, Lorenzo / Schiele, Bernt / Akata, Zeynep et al. | 2022
- 8962
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HandVoxNet++: 3D Hand Shape and Pose Estimation Using Voxel-Based Neural NetworksMalik, Jameel / Shimada, Soshi / Elhayek, Ahmed / Ali, Sk Aziz / Theobalt, Christian / Golyanik, Vladislav / Stricker, Didier et al. | 2022
- 8975
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Disentangled Representations for Short-Term and Long-Term Person Re-IdentificationEom, Chanho / Lee, Wonkyung / Lee, Geon / Ham, Bumsub et al. | 2022
- 8992
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Iteratively Reweighted Minimax-Concave Penalty Minimization for Accurate Low-rank Plus Sparse Matrix DecompositionPokala, Praveen Kumar / Hemadri, Raghu Vamshi / Seelamantula, Chandra Sekhar et al. | 2022
- 9011
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Learn to Predict Sets Using Feed-Forward Neural NetworksRezatofighi, Hamid / Zhu, Tianyu / Kaskman, Roman / Motlagh, Farbod T. / Shi, Javen Qinfeng / Milan, Anton / Cremers, Daniel / Leal-Taixe, Laura / Reid, Ian et al. | 2022
- 9026
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Learning Selective Mutual Attention and Contrast for RGB-D Saliency DetectionLiu, Nian / Zhang, Ni / Shao, Ling / Han, Junwei et al. | 2022
- 9043
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Learning Single/Multi-Attribute of Object With Symmetry and GroupLi, Yong-Lu / Xu, Yue / Xu, Xinyu / Mao, Xiaohan / Lu, Cewu et al. | 2022
- 9056
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Locating and Counting Heads in Crowds With a Depth PriorLian, Dongze / Chen, Xianing / Li, Jing / Luo, Weixin / Gao, Shenghua et al. | 2022
- 9073
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Multi-Scale 2D Temporal Adjacency Networks for Moment Localization With Natural LanguageZhang, Songyang / Peng, Houwen / Fu, Jianlong / Lu, Yijuan / Luo, Jiebo et al. | 2022
- 9088
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Physics-Based Shadow Image Decomposition for Shadow RemovalLe, Hieu / Samaras, Dimitris et al. | 2022
- 9102
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Pyramidal Semantic Correspondence NetworksJeon, Sangryul / Kim, Seungryong / Min, Dongbo / Sohn, Kwanghoon et al. | 2022
- 9119
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Regularization of Mixture Models for Robust Principal Graph LearningBonnaire, Tony / Decelle, Aurelien / Aghanim, Nabila et al. | 2022
- 9131
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Self-Supervised Deep Monocular Depth Estimation With Ambiguity BoostingBello, Juan Luis Gonzalez / Kim, Munchurl et al. | 2022
- 9150
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Surface Normals and Shape From WaterKuo, Meng-Yu Jennifer / Murai, Satoshi / Kawahara, Ryo / Nobuhara, Shohei / Nishino, Ko et al. | 2022
- 9163
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Total Deep Variation: A Stable Regularization Method for Inverse ProblemsKobler, Erich / Effland, Alexander / Kunisch, Karl / Pock, Thomas et al. | 2022
- 9181
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Transferable Coupled Network for Zero-Shot Sketch-Based Image RetrievalWang, Hao / Deng, Cheng / Liu, Tongliang / Tao, Dacheng et al. | 2022
- 9195
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Unsupervised Domain Adaptation of Deep Networks for ToF Depth RefinementAgresti, Gianluca / Schafer, Henrik / Sartor, Piergiorgio / Incesu, Yalcin / Zanuttigh, Pietro et al. | 2022
- 9209
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Incremental Object Detection via Meta-LearningJoseph, K. J. / Rajasegaran, Jathushan / Khan, Salman / Khan, Fahad Shahbaz / Balasubramanian, Vineeth N. et al. | 2022
- 9217
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Confounds in the Data—Comments on “Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features”Ahmed, Hamad / Wilbur, Ronnie B. / Bharadwaj, Hari M. / Siskind, Jeffrey Mark et al. | 2022
- 9222
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Ada-LISTA: Learned Solvers Adaptive to Varying ModelsAberdam, Aviad / Golts, Alona / Elad, Michael et al. | 2022
- 9236
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AF: An Association-Based Fusion Method for Multi-Modal ClassificationLiang, Xinyan / Qian, Yuhua / Guo, Qian / Cheng, Honghong / Liang, Jiye et al. | 2022
- 9255
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Aligning Source Visual and Target Language Domains for Unpaired Video CaptioningLiu, Fenglin / Wu, Xian / You, Chenyu / Ge, Shen / Zou, Yuexian / Sun, Xu et al. | 2022
- 9269
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AvatarMe++: Facial Shape and BRDF Inference With Photorealistic Rendering-Aware GANsLattas, Alexandros / Moschoglou, Stylianos / Ploumpis, Stylianos / Gecer, Baris / Ghosh, Abhijeet / Zafeiriou, Stefanos et al. | 2022
- 9285
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ControlVAE: Tuning, Analytical Properties, and Performance AnalysisShao, Huajie / Xiao, Zhisheng / Yao, Shuochao / Sun, Dachun / Zhang, Aston / Liu, Shengzhong / Wang, Tianshi / Li, Jinyang / Abdelzaher, Tarek et al. | 2022
- 9298
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Factors of Influence for Transfer Learning Across Diverse Appearance Domains and Task TypesMensink, Thomas / Uijlings, Jasper / Kuznetsova, Alina / Gygli, Michael / Ferrari, Vittorio et al. | 2022
- 9315
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Fast Locality Discriminant Analysis With Adaptive Manifold EmbeddingNie, Feiping / Zhao, Xiaowei / Wang, Rong / Li, Xuelong et al. | 2022
- 9331
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GAN Compression: Efficient Architectures for Interactive Conditional GANsLi, Muyang / Lin, Ji / Ding, Yaoyao / Liu, Zhijian / Zhu, Jun-Yan / Han, Song et al. | 2022
- 9347
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Generalizing Correspondence Analysis for Applications in Machine LearningHsu, Hsiang / Salamatian, Salman / Calmon, Flavio P. et al. | 2022
- 9363
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Interactive Multi-Dimension Modulation for Image RestorationHe, Jingwen / Dong, Chao / Liu, Yihao / Qiao, Yu et al. | 2022
- 9380
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Invertible Neural BRDF for Object Inverse RenderingChen, Zhe / Nobuhara, Shohei / Nishino, Ko et al. | 2022
- 9396
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Low-Light Image and Video Enhancement Using Deep Learning: A SurveyLi, Chongyi / Guo, Chunle / Han, Linghao / Jiang, Jun / Cheng, Ming-Ming / Gu, Jinwei / Loy, Chen Change et al. | 2022
- 9417
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MODENN: A Shallow Broad Neural Network Model Based on Multi-Order Descartes ExpansionLi, Haifeng / Xu, Cong / Ma, Lin / Bo, Hongjian / Zhang, David et al. | 2022
- 9434
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Multi-Moments in Time: Learning and Interpreting Models for Multi-Action Video UnderstandingMonfort, Mathew / Pan, Bowen / Ramakrishnan, Kandan / Andonian, Alex / McNamara, Barry A. / Lascelles, Alex / Fan, Quanfu / Gutfreund, Dan / Feris, Rogerio Schmidt / Oliva, Aude et al. | 2022
- 9446
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One Metric to Measure Them All: Localisation Recall Precision (LRP) for Evaluating Visual Detection TasksOksuz, Kemal / Cam, Baris Can / Kalkan, Sinan / Akbas, Emre et al. | 2022
- 9464
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Optical Flow in the DarkZhang, Mingfang / Zheng, Yinqiang / Lu, Feng et al. | 2022
- 9477
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Pharmacological, Non-Pharmacological Policies and Mutation: An Artificial Intelligence Based Multi-Dimensional Policy Making Algorithm for Controlling the Casualties of the Pandemic DiseasesTutsoy, Onder et al. | 2022
- 9489
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PRIN/SPRIN: On Extracting Point-Wise Rotation Invariant FeaturesYou, Yang / Lou, Yujing / Shi, Ruoxi / Liu, Qi / Tai, Yu-Wing / Ma, Lizhuang / Wang, Weiming / Lu, Cewu et al. | 2022
- 9503
-
Privacy Preserving Defense For Black Box Classifiers Against On-Line Adversarial AttacksTheagarajan, Rajkumar / Bhanu, Bir et al. | 2022
- 9521
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Progressive Learning of Category-Consistent Multi-Granularity Features for Fine-Grained Visual ClassificationDu, Ruoyi / Xie, Jiyang / Ma, Zhanyu / Chang, Dongliang / Song, Yi-Zhe / Guo, Jun et al. | 2022
- 9536
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Query-Efficient Black-Box Adversarial Attacks Guided by a Transfer-Based PriorDong, Yinpeng / Cheng, Shuyu / Pang, Tianyu / Su, Hang / Zhu, Jun et al. | 2022
- 9549
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Reducing Data Complexity Using Autoencoders With Class-Informed Loss FunctionsCharte, David / Charte, Francisco / Herrera, Francisco et al. | 2022
- 9561
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Robust Event-Based Vision Model Estimation by Dispersion MinimisationNunes, Urbano Miguel / Demiris, Yiannis et al. | 2022
- 9574
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Self-Supervised Human Detection and Segmentation via Background InpaintingKatircioglu, Isinsu / Rhodin, Helge / Constantin, Victor / Sporri, Jorg / Salzmann, Mathieu / Fua, Pascal et al. | 2022
- 9589
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Shape Analysis of Functional Data With Elastic Partial MatchingBryner, Darshan / Srivastava, Anuj et al. | 2022
- 9603
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Structured Multimodal Attentions for TextVQAGao, Chenyu / Zhu, Qi / Wang, Peng / Li, Hui / Liu, Yuliang / Hengel, Anton van den / Wu, Qi et al. | 2022
- 9615
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Test-Time Adaptation for Video Frame Interpolation via Meta-LearningChoi, Myungsub / Choi, Janghoon / Baik, Sungyong / Kim, Tae Hyun / Lee, Kyoung Mu et al. | 2022
- 9629
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Triple Generative Adversarial NetworksLi, Chongxuan / Xu, Kun / Zhu, Jun / Liu, Jiashuo / Zhang, Bo et al. | 2022
- 9641
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UniPose+: A Unified Framework for 2D and 3D Human Pose Estimation in Images and VideosArtacho, Bruno / Savakis, Andreas et al. | 2022
- 9654
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Unsupervised Grouped Axial Data Modeling via Hierarchical Bayesian Nonparametric Models With Watson DistributionsFan, Wentao / Yang, Lin / Bouguila, Nizar et al. | 2022
- 9669
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Unsupervised Intrinsic Image Decomposition Using Internal Self-Similarity CuesZhang, Qing / Zhou, Jin / Zhu, Lei / Sun, Wei / Xiao, Chunxia / Zheng, Wei-Shi et al. | 2022
- 9687
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Unsupervised Learning of Local Equivariant Descriptors for Point CloudsMarcon, Marlon / Spezialetti, Riccardo / Salti, Samuele / Silva, Luciano / Stefano, Luigi Di et al. | 2022
- 9703
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VPN++: Rethinking Video-Pose Embeddings for Understanding Activities of Daily LivingDas, Srijan / Dai, Rui / Yang, Di / Bremond, Francois et al. | 2022
- 9718
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A Little Bit More: Bitplane-Wise Bit-Depth RecoveryPunnappurath, Abhijith / Brown, Michael S. et al. | 2022
- 9725
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Adaptive Graph Auto-Encoder for General Data ClusteringLi, Xuelong / Zhang, Hongyuan / Zhang, Rui et al. | 2022
- 9733
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ZeroNAS: Differentiable Generative Adversarial Networks Search for Zero-Shot LearningYan, Caixia / Chang, Xiaojun / Li, Zhihui / Guan, Weili / Ge, Zongyuan / Zhu, Lei / Zheng, Qinghua et al. | 2022
- 9742
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A Discriminative Single-Shot Segmentation Network for Visual Object TrackingLukezic, Alan / Matas, Jiri / Kristan, Matej et al. | 2022
- 9756
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A Novel Approach to Large-Scale Dynamically Weighted Directed Network RepresentationLuo, Xin / Wu, Hao / Wang, Zhi / Wang, Jianjun / Meng, Deyu et al. | 2022
- 9774
-
A Unified Framework for Automatic Distributed Active LearningChen, Xu / Wujek, Brett et al. | 2022
- 9787
-
A Variational EM Acceleration for Efficient Clustering at Very Large ScalesHirschberger, Florian / Forster, Dennis / Lucke, Jorg et al. | 2022
- 9802
-
Auto-Rectify Network for Unsupervised Indoor Depth EstimationBian, Jia-Wang / Zhan, Huangying / Wang, Naiyan / Chin, Tat-Jun / Shen, Chunhua / Reid, Ian et al. | 2022
- 9814
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Background-Click Supervision for Temporal Action LocalizationYang, Le / Han, Junwei / Zhao, Tao / Lin, Tianwei / Zhang, Dingwen / Chen, Jianxin et al. | 2022
- 9830
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Bridging the Gap Between Few-Shot and Many-Shot Learning via Distribution CalibrationYang, Shuo / Wu, Songhua / Liu, Tongliang / Xu, Min et al. | 2022
- 9844
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Class-Aware Sounding Objects Localization via Audiovisual CorrespondenceHu, Di / Wei, Yake / Qian, Rui / Lin, Weiyao / Song, Ruihua / Wen, Ji-Rong et al. | 2022
- 9860
-
Collaborative Learning of Label Semantics and Deep Label-Specific Features for Multi-Label ClassificationHang, Jun-Yi / Zhang, Min-Ling et al. | 2022
- 9872
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Communication-Efficient Randomized Algorithm for Multi-Kernel Online Federated LearningHong, Songnam / Chae, Jeongmin et al. | 2022
- 9887
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Cross-Domain Facial Expression Recognition: A Unified Evaluation Benchmark and Adversarial Graph LearningChen, Tianshui / Pu, Tao / Wu, Hefeng / Xie, Yuan / Liu, Lingbo / Lin, Liang et al. | 2022
- 9904
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CTNet: Context-Based Tandem Network for Semantic SegmentationLi, Zechao / Sun, Yanpeng / Zhang, Liyan / Tang, Jinhui et al. | 2022
- 9918
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Deep Hierarchical Representation of Point Cloud Videos via Spatio-Temporal DecompositionFan, Hehe / Yu, Xin / Yang, Yi / Kankanhalli, Mohan et al. | 2022
- 9931
-
DeepPhaseCut: Deep Relaxation in Phase for Unsupervised Fourier Phase RetrievalCha, Eunju / Lee, Chanseok / Jang, Mooseok / Ye, Jong Chul et al. | 2022
- 9944
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Domain Knowledge Alleviates Adversarial Attacks in Multi-Label ClassifiersMelacci, Stefano / Ciravegna, Gabriele / Sotgiu, Angelo / Demontis, Ambra / Biggio, Battista / Gori, Marco / Roli, Fabio et al. | 2022
- 9960
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DWDN: Deep Wiener Deconvolution Network for Non-Blind Image DeblurringDong, Jiangxin / Roth, Stefan / Schiele, Bernt et al. | 2022
- 9977
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Fast and Accurate Least-Mean-Squares Solvers for High Dimensional DataMaalouf, Alaa / Jubran, Ibrahim / Feldman, Dan et al. | 2022
- 9995
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General Hypernetwork Framework for Creating 3D Point CloudsSpurek, Przemyslaw / Zieba, Maciej / Tabor, Jacek / Trzcinski, Tomasz et al. | 2022
- 10009
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Geometry-Guided Street-View Panorama Synthesis From Satellite ImageryShi, Yujiao / Campbell, Dylan / Yu, Xin / Li, Hongdong et al. | 2022
- 10023
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Hyperbolic Deep Neural Networks: A SurveyPeng, Wei / Varanka, Tuomas / Mostafa, Abdelrahman / Shi, Henglin / Zhao, Guoying et al. | 2022
- 10045
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Investigating Bi-Level Optimization for Learning and Vision From a Unified Perspective: A Survey and BeyondLiu, Risheng / Gao, Jiaxin / Zhang, Jin / Meng, Deyu / Lin, Zhouchen et al. | 2022
- 10068
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Learning and Meshing From Deep Implicit Surface Networks Using an Efficient Implementation of Analytic MarchingLei, Jiabao / Jia, Kui / Ma, Yi et al. | 2022
- 10087
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luvHarris: A Practical Corner Detector for Event-CamerasGlover, Arren / Dinale, Aiko / Rosa, Leandro De Souza / Bamford, Simeon / Bartolozzi, Chiara et al. | 2022
- 10099
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Modeling the Background for Incremental and Weakly-Supervised Semantic SegmentationCermelli, Fabio / Mancini, Massimiliano / Bulo, Samuel Rota / Ricci, Elisa / Caputo, Barbara et al. | 2022
- 10114
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MonoEF: Extrinsic Parameter Free Monocular 3D Object DetectionZhou, Yunsong / He, Yuan / Zhu, Hongzi / Wang, Cheng / Li, Hongyang / Jiang, Qinhong et al. | 2022
- 10129
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Multi-Attribute Discriminative Representation Learning for Prediction of Adverse Drug-Drug InteractionZhu, Jiajing / Liu, Yongguo / Zhang, Yun / Chen, Zhi / Wu, Xindong et al. | 2022
- 10145
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Orientation Keypoints for 6D Human Pose EstimationFisch, Martin / Clark, Ronald et al. | 2022
- 10159
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Point Cloud Instance Segmentation With Semi-Supervised Bounding-Box MiningLiao, Yongbin / Zhu, Hongyuan / Zhang, Yanggang / Ye, Chuangguan / Chen, Tao / Fan, Jiayuan et al. | 2022
- 10171
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Ratio Sum Versus Sum Ratio for Linear Discriminant AnalysisWang, Jingyu / Wang, Hongmei / Nie, Feiping / Li, Xuelong et al. | 2022
- 10186
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Representational Gradient Boosting: Backpropagation in the Space of FunctionsValdes, Gilmer / Friedman, Jerome H. / Jiang, Fei / Gennatas, Efstathios D. et al. | 2022
- 10196
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Reversible Data Hiding By Using CNN Prediction and Adaptive EmbeddingHu, Runwen / Xiang, Shijun et al. | 2022
- 10209
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Syntax Customized Video Captioning by Imitating Exemplar SentencesYuan, Yitian / Ma, Lin / Zhu, Wenwu et al. | 2022
- 10222
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Temporal-Spatial Causal Interpretations for Vision-Based Reinforcement LearningShi, Wenjie / Huang, Gao / Song, Shiji / Wu, Cheng et al. | 2022
- 10236
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The Conditional Super LearnerValdes, Gilmer / Interian, Yannet / Gennatas, Efstathios / Van der Laan, Mark et al. | 2022
- 10244
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Improved Normalized Cut for Multi-View ClusteringZhong, Guo / Pun, Chi-Man et al. | 2022
- 10252
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Learning to Embed Semantic Similarity for Joint Image-Text RetrievalMalali, Noam / Keller, Yosi et al. | 2022
- 10261
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MobileSal: Extremely Efficient RGB-D Salient Object DetectionWu, Yu-Huan / Liu, Yun / Xu, Jun / Bian, Jia-Wang / Gu, Yu-Chao / Cheng, Ming-Ming et al. | 2022
- 10270
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Non-Local Graph Neural NetworksLiu, Meng / Wang, Zhengyang / Ji, Shuiwang et al. | 2022
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Front Cover| 2022
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IEEE Transactions on Pattern Analysis and Machine Intelligence Information for Authors| 2022
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