| 201 |
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 |
| 202 |
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 |
| 203 |
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 |
| 204 |
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 |
| 205 |
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 |
| 206 |
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 |
| 207 |
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 |
| 208 |
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 |
| 209 |
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 |
| 210 |
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 |
| 211 |
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 |
| 212 |
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 |
| 213 |
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 |
| 214 |
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 |
| 215 |
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 |
| 216 |
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 |
| 217 |
Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect
Kaihua Tang, Jianqiang Huang, Hanwang Zhang
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💀
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cs.CV
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507 |
5 years ago |
| 218 |
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 |
| 219 |
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 |
| 220 |
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 |
| 221 |
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 |
| 222 |
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 |
| 223 |
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 |
| 224 |
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 |
| 225 |
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 |
| 226 |
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 |
| 227 |
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 |
| 228 |
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 |
| 229 |
The Numerics of GANs
Lars Mescheder, Sebastian Nowozin, Andreas Geiger
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cs.LG
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474 |
9 years ago |
| 230 |
Understanding and Improving Layer Normalization
Jingjing Xu, Xu Sun, ... (+3 more)
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cs.LG
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473 |
6 years ago |
| 231 |
Triple Generative Adversarial Nets
Chongxuan Li, Kun Xu, ... (+2 more)
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cs.LG
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469 |
9 years ago |
| 232 |
Unsupervised Feature Extraction by Time-Contrastive Learning and Nonlinear ICA
Aapo Hyvarinen, Hiroshi Morioka
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stat.ML
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466 |
10 years ago |
| 233 |
Self-Supervised Learning by Cross-Modal Audio-Video Clustering
Humam Alwassel, Dhruv Mahajan, ... (+4 more)
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cs.CV
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464 |
6 years ago |
| 234 |
Inverse Reward Design
Dylan Hadfield-Menell, Smitha Milli, ... (+3 more)
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cs.AI
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459 |
8 years ago |
| 235 |
Visualizing and Measuring the Geometry of BERT
Andy Coenen, Emily Reif, ... (+5 more)
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cs.LG
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455 |
7 years ago |
| 236 |
Semidefinite relaxations for certifying robustness to adversarial examples
Aditi Raghunathan, Jacob Steinhardt, Percy Liang
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cs.LG
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454 |
7 years ago |
| 237 |
Hyperbolic Graph Neural Networks
Qi Liu, Maximilian Nickel, Douwe Kiela
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cs.LG
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451 |
6 years ago |
| 238 |
Privacy Amplification by Subsampling: Tight Analyses via Couplings and Divergences
Borja Balle, Gilles Barthe, Marco Gaboardi
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cs.LG
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451 |
8 years ago |
| 239 |
Reward learning from human preferences and demonstrations in Atari
Borja Ibarz, Jan Leike, ... (+4 more)
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cs.LG
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449 |
7 years ago |
| 240 |
Measuring Neural Net Robustness with Constraints
Osbert Bastani, Yani Ioannou, ... (+4 more)
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cs.LG
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445 |
10 years ago |
| 241 |
Thinking Fast and Slow with Deep Learning and Tree Search
Thomas Anthony, Zheng Tian, David Barber
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cs.AI
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444 |
9 years ago |
| 242 |
PRNet: Self-Supervised Learning for Partial-to-Partial Registration
Yue Wang, Justin M. Solomon
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cs.LG
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441 |
6 years ago |
| 243 |
Dense Associative Memory for Pattern Recognition
Dmitry Krotov, John J Hopfield
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cs.NE
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441 |
10 years ago |
| 244 |
LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS
Zhiwen Fan, Kevin Wang, ... (+4 more)
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cs.CV
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438 |
2 years ago |
| 245 |
Learning Koopman Invariant Subspaces for Dynamic Mode Decomposition
Naoya Takeishi, Yoshinobu Kawahara, Takehisa Yairi
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cs.LG
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437 |
8 years ago |
| 246 |
MarrNet: 3D Shape Reconstruction via 2.5D Sketches
Jiajun Wu, Yifan Wang, ... (+4 more)
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🌅
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cs.CV
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436 |
8 years ago |
| 247 |
Differentiable MPC for End-to-end Planning and Control
Brandon Amos, Ivan Dario Jimenez Rodriguez, ... (+3 more)
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cs.LG
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435 |
7 years ago |
| 248 |
Efficient Formal Safety Analysis of Neural Networks
Shiqi Wang, Kexin Pei, ... (+3 more)
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cs.LG
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433 |
7 years ago |
| 249 |
On the Global Linear Convergence of Frank-Wolfe Optimization Variants
Simon Lacoste-Julien, Martin Jaggi
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math.OC
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431 |
10 years ago |
| 250 |
Neighbourhood Consensus Networks
Ignacio Rocco, Mircea Cimpoi, ... (+4 more)
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cs.CV
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430 |
7 years ago |