| 151 |
Unsupervised Scalable Representation Learning for Multivariate Time Series
Jean-Yves Franceschi, Aymeric Dieuleveut, Martin Jaggi
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cs.LG
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584 |
7 years ago |
| 152 |
Visual Reinforcement Learning with Imagined Goals
Ashvin Nair, Vitchyr Pong, ... (+4 more)
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cs.LG
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583 |
8 years ago |
| 153 |
Gradient Sparsification for Communication-Efficient Distributed Optimization
Jianqiao Wangni, Jialei Wang, ... (+2 more)
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cs.LG
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579 |
8 years ago |
| 154 |
Unsupervised Learning of Disentangled Representations from Video
Remi Denton, Vighnesh Birodkar
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cs.LG
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578 |
9 years ago |
| 155 |
Attend, Infer, Repeat: Fast Scene Understanding with Generative Models
S. M. Ali Eslami, Nicolas Heess, ... (+5 more)
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cs.CV
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576 |
10 years ago |
| 156 |
Learning a Multi-View Stereo Machine
Abhishek Kar, Christian Häne, Jitendra Malik
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cs.CV
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573 |
9 years ago |
| 157 |
Speaker-Follower Models for Vision-and-Language Navigation
Daniel Fried, Ronghang Hu, ... (+8 more)
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cs.CV
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573 |
8 years ago |
| 158 |
DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction
Mohammadreza Pourreza, Davood Rafiei
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cs.CL
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570 |
3 years ago |
| 159 |
Implicit Regularization in Deep Matrix Factorization
Sanjeev Arora, Nadav Cohen, ... (+2 more)
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cs.LG
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569 |
7 years ago |
| 160 |
Deep Subspace Clustering Networks
Pan Ji, Tong Zhang, ... (+3 more)
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cs.CV
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564 |
8 years ago |
| 161 |
Single-Image Depth Perception in the Wild
Weifeng Chen, Zhao Fu, ... (+2 more)
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cs.CV
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562 |
10 years ago |
| 162 |
Fader Networks: Manipulating Images by Sliding Attributes
Guillaume Lample, Neil Zeghidour, ... (+4 more)
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cs.CV
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561 |
9 years ago |
| 163 |
Learning Attentional Communication for Multi-Agent Cooperation
Jiechuan Jiang, Zongqing Lu
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cs.AI
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560 |
8 years ago |
| 164 |
Long short-term memory and learning-to-learn in networks of spiking neurons
Guillaume Bellec, Darjan Salaj, ... (+3 more)
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cs.NE
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558 |
8 years ago |
| 165 |
Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon
Xin Dong, Shangyu Chen, Sinno Jialin Pan
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cs.NE
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555 |
9 years ago |
| 166 |
Quaternion Knowledge Graph Embeddings
Shuai Zhang, Yi Tay, ... (+2 more)
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cs.LG
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550 |
7 years ago |
| 167 |
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks
Federico Monti, Michael M. Bronstein, Xavier Bresson
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cs.LG
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547 |
9 years ago |
| 168 |
Training Deep Neural Networks with 8-bit Floating Point Numbers
Naigang Wang, Jungwook Choi, ... (+3 more)
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cs.LG
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546 |
7 years ago |
| 169 |
Positive-Unlabeled Learning with Non-Negative Risk Estimator
Ryuichi Kiryo, Gang Niu, ... (+2 more)
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cs.LG
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544 |
9 years ago |
| 170 |
Large-Scale Adversarial Training for Vision-and-Language Representation Learning
Zhe Gan, Yen-Chun Chen, ... (+4 more)
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cs.CV
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540 |
6 years ago |
| 171 |
Adaptive Sampling Towards Fast Graph Representation Learning
Wenbing Huang, Tong Zhang, ... (+2 more)
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cs.CV
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535 |
7 years ago |
| 172 |
The Convergence of Sparsified Gradient Methods
Dan Alistarh, Torsten Hoefler, ... (+4 more)
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cs.LG
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534 |
7 years ago |
| 173 |
DESPOT: Online POMDP Planning with Regularization
Nan Ye, Adhiraj Somani, ... (+2 more)
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cs.AI
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531 |
9 years ago |
| 174 |
Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation
Matthias Hein, Maksym Andriushchenko
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cs.LG
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531 |
9 years ago |
| 175 |
cpSGD: Communication-efficient and differentially-private distributed SGD
Naman Agarwal, Ananda Theertha Suresh, ... (+3 more)
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stat.ML
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530 |
8 years ago |
| 176 |
Efficient and Accurate Estimation of Lipschitz Constants for Deep Neural Networks
Mahyar Fazlyab, Alexander Robey, ... (+3 more)
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cs.LG
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530 |
7 years ago |
| 177 |
Combinatorial Optimization with Graph Convolutional Networks and Guided Tree Search
Zhuwen Li, Qifeng Chen, Vladlen Koltun
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cs.LG
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528 |
7 years ago |
| 178 |
Practical and Optimal LSH for Angular Distance
Alexandr Andoni, Piotr Indyk, ... (+3 more)
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cs.DS
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527 |
10 years ago |
| 179 |
Learning shape correspondence with anisotropic convolutional neural networks
Davide Boscaini, Jonathan Masci, ... (+2 more)
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cs.CV
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527 |
10 years ago |
| 180 |
Direct Feedback Alignment Provides Learning in Deep Neural Networks
Arild Nøkland
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stat.ML
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524 |
9 years ago |
| 181 |
Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question Answering
Haoyuan Gao, Junhua Mao, ... (+4 more)
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cs.CV
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523 |
11 years ago |
| 182 |
Bridging the Gap Between Value and Policy Based Reinforcement Learning
Ofir Nachum, Mohammad Norouzi, ... (+2 more)
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cs.AI
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521 |
9 years ago |
| 183 |
Causal Intervention for Weakly-Supervised Semantic Segmentation
Dong Zhang, Hanwang Zhang, ... (+3 more)
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cs.CV
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521 |
5 years ago |
| 184 |
Deep Voice 2: Multi-Speaker Neural Text-to-Speech
Sercan Arik, Gregory Diamos, ... (+6 more)
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cs.CL
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520 |
9 years ago |
| 185 |
Modulating early visual processing by language
Harm de Vries, Florian Strub, ... (+4 more)
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cs.CV
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520 |
9 years ago |
| 186 |
Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations
Eirikur Agustsson, Fabian Mentzer, ... (+5 more)
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cs.LG
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518 |
9 years ago |
| 187 |
Information-theoretic analysis of generalization capability of learning algorithms
Aolin Xu, Maxim Raginsky
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cs.LG
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517 |
9 years ago |
| 188 |
Disentangling factors of variation in deep representations using adversarial training
Michael Mathieu, Junbo Zhao, ... (+3 more)
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cs.LG
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515 |
9 years ago |
| 189 |
Blind Super-Resolution Kernel Estimation using an Internal-GAN
Sefi Bell-Kligler, Assaf Shocher, Michal Irani
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cs.CV
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508 |
6 years ago |
| 190 |
Stochastic Optimization for Large-scale Optimal Transport
Genevay Aude, Marco Cuturi, ... (+2 more)
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math.OC
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506 |
10 years ago |
| 191 |
Cooperative Learning of Audio and Video Models from Self-Supervised Synchronization
Bruno Korbar, Du Tran, Lorenzo Torresani
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cs.CV
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503 |
8 years ago |
| 192 |
Good Semi-supervised Learning that Requires a Bad GAN
Zihang Dai, Zhilin Yang, ... (+3 more)
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cs.LG
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502 |
9 years ago |
| 193 |
Fairness in Learning: Classic and Contextual Bandits
Matthew Joseph, Michael Kearns, ... (+2 more)
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cs.LG
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501 |
10 years ago |
| 194 |
Insights on representational similarity in neural networks with canonical correlation
Ari S. Morcos, Maithra Raghu, Samy Bengio
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stat.ML
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499 |
8 years ago |
| 195 |
Polynomial Codes: an Optimal Design for High-Dimensional Coded Matrix Multiplication
Qian Yu, Mohammad Ali Maddah-Ali, A. Salman Avestimehr
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cs.IT
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496 |
9 years ago |
| 196 |
Bayesian Compression for Deep Learning
Christos Louizos, Karen Ullrich, Max Welling
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stat.ML
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494 |
9 years ago |
| 197 |
Learning feed-forward one-shot learners
Luca Bertinetto, João F. Henriques, ... (+3 more)
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cs.CV
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487 |
10 years ago |
| 198 |
Phased LSTM: Accelerating Recurrent Network Training for Long or Event-based Sequences
Daniel Neil, Michael Pfeiffer, Shih-Chii Liu
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cs.LG
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479 |
9 years ago |
| 199 |
Stabilizing Training of Generative Adversarial Networks through Regularization
Kevin Roth, Aurelien Lucchi, ... (+2 more)
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cs.LG
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477 |
9 years ago |
| 200 |
Beyond temperature scaling: Obtaining well-calibrated multiclass probabilities with Dirichlet calibration
Meelis Kull, Miquel Perello-Nieto, ... (+4 more)
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cs.LG
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476 |
6 years ago |