Embedding Compression with Right Triangle Similarity Transformations (Englisch)
- Neue Suche nach: Song, Haohao
- Neue Suche nach: Zou, Dongsheng
- Neue Suche nach: Hu, Lei
- Neue Suche nach: Yuan, Jieying
- Neue Suche nach: Song, Haohao
- Neue Suche nach: Zou, Dongsheng
- Neue Suche nach: Hu, Lei
- Neue Suche nach: Yuan, Jieying
In:
Artificial neural networks and machine learning ; Part 2
; 773-785
;
2020
-
ISBN:
- Aufsatz (Konferenz) / Print
-
Titel:Embedding Compression with Right Triangle Similarity Transformations
-
Beteiligte:Song, Haohao ( Autor:in ) / Zou, Dongsheng ( Autor:in ) / Hu, Lei ( Autor:in ) / Yuan, Jieying ( Autor:in )
-
Kongress:ICANN ; 29. ; 2020
-
Erschienen in:
-
Verlag:
- Neue Suche nach: Springer
-
Erscheinungsort:Cham
-
Erscheinungsdatum:2020
-
ISBN:
-
Medientyp:Aufsatz (Konferenz)
-
Format:Print
-
Sprache:Englisch
- Neue Suche nach: 54.80
- Weitere Informationen zu Basisklassifikation
-
Schlagwörter:
-
Klassifikation:
BKL: 54.80 Angewandte Informatik -
Datenquelle:
Die Inhaltsverzeichnisse werden automatisch erzeugt und basieren auf den im Index des TIB-Portals verfügbaren Einzelnachweisen der enthaltenen Beiträge. Die Anzeige der Inhaltsverzeichnisse kann daher unvollständig oder lückenhaft sein.
- 3
-
Fine-Grained Channel Pruning for Deep Residual Neural NetworksChen, Siang / Huang, Kai / Xiong, Dongliang / Li, Bowen / Claesen, Luc et al. | 2020
- 15
-
A Lightweight Fully Convolutional Neural Network of High Accuracy Surface Defect DetectionLi, Yajie / Chen, Yiqiang / Gu, Yang / Ouyang, Jianquan / Wang, Jiwei / Zeng, Ni et al. | 2020
- 27
-
Detecting Uncertain BNN Outputs on FPGA Using Monte Carlo Dropout SamplingMyojin, Tomoyuki / Hashimoto, Shintaro / Ishihama, Naoki et al. | 2020
- 39
-
Neural Network Compression via Learnable Wavelet TransformsWolter, Moritz / Lin, Shaohui / Yao, Angela et al. | 2020
- 52
-
Fast and Robust Compression of Deep Convolutional Neural NetworksWen, Jia / Yang, Liu / Shen, Chenyang et al. | 2020
- 67
-
Pruning Artificial Neural Networks: A Way to Find Well-Generalizing, High-Entropy Sharp MinimaTartaglione, Enzo / Bragagnolo, Andrea / Grangetto, Marco et al. | 2020
- 79
-
Log-Nets: Logarithmic Feature-Product Layers Yield More Compact NetworksGrüning, Philipp / Martinetz, Thomas / Barth, Erhardt et al. | 2020
- 92
-
Tuning Deep Neural Network’s Hyperparameters Constrained to Deployability on Tiny SystemsPerego, Riccardo / Candelieri, Antonio / Archetti, Francesco / Pau, Danilo et al. | 2020
- 104
-
Obstacles to Depth Compression of Neural NetworksBurstein, Will / Wilmes, John et al. | 2020
- 119
-
Multi-label Quadruplet Dictionary LearningZheng, Jiayu / Zhu, Wencheng / Zhu, Pengfei et al. | 2020
- 132
-
Pareto Multi-task Deep LearningRiccio, Salvatore D. / Dyankov, Deyan / Jansen, Giorgio / Di Fatta, Giuseppe / Nicosia, Giuseppe et al. | 2020
- 142
-
Convex Graph Laplacian Multi-Task Learning SVMRuiz, Carlos / Alaíz, Carlos M. / Dorronsoro, José R. et al. | 2020
- 157
-
Prediction Stability as a Criterion in Active LearningLiu, Junyu / Li, Xiang / Zhou, Jiqiang / Shen, Jianxiong et al. | 2020
- 168
-
Neural Spectrum Alignment: Empirical StudyKopitkov, Dmitry / Indelman, Vadim et al. | 2020
- 180
-
Nonlinear, Nonequilibrium Landscape Approach to Neural Network DynamicsWedemann, Roseli S. / Plastino, Angel R. et al. | 2020
- 192
-
Hopfield Networks for Vector QuantizationBauckhage, C. / Ramamurthy, R. / Sifa, R. et al. | 2020
- 204
-
Prototype-Based Online Learning on Homogeneously Labeled Streaming DataLimberg, Christian / Göpfert, Jan Philip / Wersing, Heiko / Ritter, Helge et al. | 2020
- 217
-
Neural Network Training with Safe Regularization in the Null Space of Batch ActivationsKissel, Matthias / Gottwald, Martin / Diepold, Klaus et al. | 2020
- 229
-
The Effect of Batch Normalization in the Symmetric PhaseTakagi, Shiro / Yoshida, Yuki / Okada, Masato et al. | 2020
- 241
-
Regularized PoolingOtsuzuki, Takato / Hayashi, Hideaki / Zheng, Yuchen / Uchida, Seiichi et al. | 2020
- 257
-
Deep Recurrent Deterministic Policy Gradient for Physical ControlZhang, Lei / Han, Shuai / Zhang, Zhiruo / Li, Lefan / Lü, Shuai et al. | 2020
- 269
-
Exploration via Progress-Driven Intrinsic RewardsBougie, Nicolas / Ichise, Ryutaro et al. | 2020
- 282
-
An Improved Reinforcement Learning Based Heuristic Dynamic Programming Algorithm for Model-Free Optimal ControlLi, Jia / Yuan, Zhaolin / Ban, Xiaojuan et al. | 2020
- 295
-
PBCS: Efficient Exploration and Exploitation Using a Synergy Between Reinforcement Learning and Motion PlanningMatheron, Guillaume / Perrin, Nicolas / Sigaud, Olivier et al. | 2020
- 308
-
Understanding Failures of Deterministic Actor-Critic with Continuous Action Spaces and Sparse RewardsMatheron, Guillaume / Perrin, Nicolas / Sigaud, Olivier et al. | 2020
- 323
-
GAN-Based Planning Model in Deep Reinforcement LearningChen, Song / Jiang, Junpeng / Zhang, Xiaofang / Wu, Jinjin / Lu, Gongzheng et al. | 2020
- 335
-
Guided Reinforcement Learning via Sequence LearningRamamurthy, Rajkumar / Sifa, Rafet / Lübbering, Max / Bauckhage, Christian et al. | 2020
- 346
-
Neural Machine Translation Based on Improved Actor-Critic MethodGuo, Ziyue / Hou, Hongxu / Wu, Nier / Sun, Shuo et al. | 2020
- 358
-
Neural Machine Translation Based on Prioritized Experience ReplaySun, Shuo / Hou, Hongxu / Wu, Nier / Guo, Ziyue et al. | 2020
- 369
-
Improving Multi-agent Reinforcement Learning with Imperfect Human KnowledgeHan, Xiaoxu / Tang, Hongyao / Li, Yuan / Kou, Guang / Liu, Leilei et al. | 2020
- 383
-
Adaptive Skill Acquisition in Hierarchical Reinforcement LearningHolas, Juraj / Farkaš, Igor et al. | 2020
- 395
-
Social Navigation with Human Empowerment Driven Deep Reinforcement Learningvan der Heiden, Tessa / Mirus, Florian / van Hoof, Herke et al. | 2020
- 408
-
Curious Hierarchical Actor-Critic Reinforcement LearningRöder, Frank / Eppe, Manfred / Nguyen, Phuong D. H. / Wermter, Stefan et al. | 2020
- 420
-
Policy Entropy for Out-of-Distribution ClassificationSedlmeier, Andreas / Müller, Robert / Illium, Steffen / Linnhoff-Popien, Claudia et al. | 2020
- 435
-
Analysis of Reservoir Structure Contributing to Robustness Against Structural Failure of Liquid State MachineOkumura, Yuta / Wakamiya, Naoki et al. | 2020
- 447
-
Quantifying Robustness and Capacity of Reservoir Computers with Consistency ProfilesLymburn, Thomas / Jüngling, Thomas / Small, Michael et al. | 2020
- 459
-
Two-Step FORCE Learning Algorithm for Fast Convergence in Reservoir ComputingTamura, Hiroto / Tanaka, Gouhei et al. | 2020
- 470
-
Morphological Computation of Skin Focusing on Fingerprint StructureMusha, Akane / Daihara, Manabu / Shigemune, Hiroki / Sawada, Hideyuki et al. | 2020
- 482
-
Time Series Clustering with Deep Reservoir ComputingAtencia, Miguel / Gallicchio, Claudio / Joya, Gonzalo / Micheli, Alessio et al. | 2020
- 494
-
ReservoirPy: An Efficient and User-Friendly Library to Design Echo State NetworksTrouvain, Nathan / Pedrelli, Luca / Dinh, Thanh Trung / Hinaut, Xavier et al. | 2020
- 509
-
Adaptive, Neural Robot Control - Path Planning on 3D Spiking Neural NetworksSteffen, Lea / Liebert, Artur / Ulbrich, Stefan / Roennau, Arne / Dillmannn, Rüdiger et al. | 2020
- 521
-
CABIN: A Novel Cooperative Attention Based Location Prediction Network Using Internal-External Trajectory DependenciesQian, Tangwen / Wang, Fei / Xu, Yongjun / Jiang, Yu / Sun, Tao / Yu, Yong et al. | 2020
- 533
-
Neuro-Genetic Visuomotor Architecture for Robotic GraspingKerzel, Matthias / Spisak, Josua / Strahl, Erik / Wermter, Stefan et al. | 2020
- 546
-
From Geometries to Contact GraphsMeier, Martin / Haschke, Robert / Ritter, Helge J. et al. | 2020
- 559
-
Structural Position Network for Aspect-Based Sentiment ClassificationSong, Pu / Jiang, Wei / Zhu, Fuqing / Zhou, Yan / Han, Jizhong / Hu, Songlin et al. | 2020
- 571
-
Cross-Domain Sentiment Classification Using Topic Attention and Dual-Task Adversarial TrainingLai, Kwun-Ping / Ho, Jackie Chun-Sing / Lam, Wai et al. | 2020
- 584
-
Data Augmentation for Sentiment Analysis in English - The Online ApproachJungiewicz, Michał / Smywiński-Pohl, Aleksander et al. | 2020
- 599
-
Dendritic Computation in a Point Neuron ModelVandesompele, Alexander / Wyffels, Francis / Dambre, Joni et al. | 2020
- 610
-
Benchmarking Deep Spiking Neural Networks on Neuromorphic HardwareOstrau, Christoph / Homburg, Jonas / Klarhorst, Christian / Thies, Michael / Rückert, Ulrich et al. | 2020
- 622
-
Unsupervised Learning of Spatio-Temporal Receptive Fields from an Event-Based Vision SensorBarbier, Thomas / Teulière, Céline / Triesch, Jochen et al. | 2020
- 634
-
Spike-Train Level Unsupervised Learning Algorithm for Deep Spiking Belief NetworksLin, Xianghong / Du, Pangao et al. | 2020
- 649
-
Modelling Neuromodulated Information Flow and Energetic Consumption at Thalamic Relay SynapsesConrad, Mireille / Jolivet, Renaud B. et al. | 2020
- 659
-
Learning Precise Spike Timings with Eligibility TracesTraub, Manuel / Butz, Martin V. / Baayen, R. Harald / Otte, Sebastian et al. | 2020
- 670
-
Meta-STDP Rule Stabilizes Synaptic Weights Under in Vivo-like Ongoing Spontaneous Activity in a Computational Model of CA1 Pyramidal CellTomko, Matúš / Jedlička, Peter / Beňušková, L’ubica et al. | 2020
- 681
-
Adaptive Chemotaxis for Improved Contour Tracking Using Spiking Neural NetworksShukla, Shashwat / Pathak, Rohan / Saraswat, Vivek / Ganguly, Udayan et al. | 2020
- 695
-
Mental Imagery-Driven Neural Network to Enhance Representation for Implicit Discourse Relation RecognitionWang, Jian / He, Ruifang / Guo, Fengyu / Han, Yugui et al. | 2020
- 708
-
Adaptive Convolution Kernel for Text Classification via Multi-channel RepresentationsWang, Cheng / Fan, Xiaoyan et al. | 2020
- 721
-
Text Generation in Discrete SpaceHu, Ting / Meinel, Christoph et al. | 2020
- 733
-
Short Text Processing for Analyzing User Portraits: A Dynamic CombinationDing, Zhengping / Yan, Chen / Liu, Chunli / Ji, Jianrui / Liu, Yezheng et al. | 2020
- 746
-
A Hierarchical Fine-Tuning Approach Based on Joint Embedding of Words and Parent Categories for Hierarchical Multi-label Text ClassificationMa, Yinglong / Zhao, Jingpeng / Jin, Beihong et al. | 2020
- 761
-
Boosting Tricks for Word Mover’s DistanceSkianis, Konstantinos / Malliaros, Fragkiskos D. / Tziortziotis, Nikolaos / Vazirgiannis, Michalis et al. | 2020
- 773
-
Embedding Compression with Right Triangle Similarity TransformationsSong, Haohao / Zou, Dongsheng / Hu, Lei / Yuan, Jieying et al. | 2020
- 786
-
Neural Networks for Detecting Irrelevant Questions During Visual Question AnsweringLi, Mengdi / Weber, Cornelius / Wermter, Stefan et al. | 2020
- 798
-
F-Measure Optimisation and Label Regularisation for Energy-Based Neural Dialogue State Tracking ModelsTrinh, Anh Duong / Ross, Robert J. / Kelleher, John D. et al. | 2020
- 813
-
Unsupervised Change Detection Using Joint Autoencoders for Age-Related Macular Degeneration ProgressionDupont, Guillaume / Kalinicheva, Ekaterina / Sublime, Jérémie / Rossant, Florence / Pâques, Michel et al. | 2020
- 825
-
A Fast Algorithm to Find Best Matching Units in Self-Organizing MapsBernard, Yann / Hueber, Nicolas / Girau, Bernard et al. | 2020
- 838
-
Tumor Characterization Using Unsupervised Learning of Mathematical Relations Within Breast Cancer DataAxenie, Cristian / Kurz, Daria et al. | 2020
- 850
-
Balanced SAM-kNN: Online Learning with Heterogeneous Drift and Imbalanced DataVaquet, Valerie / Hammer, Barbara et al. | 2020
- 863
-
A Rigorous Link Between Self-Organizing Maps and Gaussian Mixture ModelsGepperth, Alexander / Pfülb, Benedikt et al. | 2020
- 873
-
Collaborative Clustering Through Optimal TransportBen Bouazza, Fatima Ezzahraa / Bennani, Younès / Cabanes, Guénaël / Touzani, Abdelfettah et al. | 2020