| 501 |
Hierarchical Foresight: Self-Supervised Learning of Long-Horizon Tasks via Visual Subgoal Generation
Suraj Nair, Chelsea Finn
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cs.LG
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147 |
6 years ago |
| 502 |
Monotonic Multihead Attention
Xutai Ma, Juan Pino, ... (+3 more)
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cs.CL
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147 |
6 years ago |
| 503 |
Diverse Trajectory Forecasting with Determinantal Point Processes
Ye Yuan, Kris Kitani
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👻
Ghosted
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cs.CV
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146 |
7 years ago |
| 504 |
Towards Resolving the Implicit Bias of Gradient Descent for Matrix Factorization: Greedy Low-Rank Learning
Zhiyuan Li, Yuping Luo, Kaifeng Lyu
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👻
Ghosted
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cs.LG
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146 |
5 years ago |
| 505 |
Improving LoRA in Privacy-preserving Federated Learning
Youbang Sun, Zitao Li, ... (+2 more)
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cs.LG
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146 |
2 years ago |
| 506 |
MuProp: Unbiased Backpropagation for Stochastic Neural Networks
Shixiang Gu, Sergey Levine, ... (+2 more)
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cs.LG
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145 |
10 years ago |
| 507 |
Audio Super Resolution using Neural Networks
Volodymyr Kuleshov, S. Zayd Enam, Stefano Ermon
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👻
Ghosted
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cs.SD
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145 |
8 years ago |
| 508 |
Improving the Generalization of Adversarial Training with Domain Adaptation
Chuanbiao Song, Kun He, ... (+2 more)
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cs.LG
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145 |
7 years ago |
| 509 |
Optimism in Reinforcement Learning with Generalized Linear Function Approximation
Yining Wang, Ruosong Wang, ... (+2 more)
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stat.ML
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145 |
6 years ago |
| 510 |
Tilted Empirical Risk Minimization
Tian Li, Ahmad Beirami, ... (+2 more)
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cs.LG
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145 |
6 years ago |
| 511 |
The Importance of Pessimism in Fixed-Dataset Policy Optimization
Jacob Buckman, Carles Gelada, Marc G. Bellemare
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👻
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cs.AI
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144 |
5 years ago |
| 512 |
Combining policy gradient and Q-learning
Brendan O'Donoghue, Remi Munos, ... (+2 more)
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cs.LG
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143 |
9 years ago |
| 513 |
Dialogue Learning With Human-In-The-Loop
Jiwei Li, Alexander H. Miller, ... (+3 more)
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cs.AI
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142 |
9 years ago |
| 514 |
Dynamic Neural Program Embedding for Program Repair
Ke Wang, Rishabh Singh, Zhendong Su
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👻
Ghosted
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cs.AI
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142 |
8 years ago |
| 515 |
Learning with AMIGo: Adversarially Motivated Intrinsic Goals
Andres Campero, Roberta Raileanu, ... (+4 more)
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👻
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cs.LG
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142 |
6 years ago |
| 516 |
Regularizing CNNs with Locally Constrained Decorrelations
Pau Rodríguez, Jordi Gonzàlez, ... (+3 more)
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👻
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cs.LG
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141 |
9 years ago |
| 517 |
Defending Against Physically Realizable Attacks on Image Classification
Tong Wu, Liang Tong, Yevgeniy Vorobeychik
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👻
Ghosted
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cs.LG
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141 |
6 years ago |
| 518 |
ARTEMIS: Attention-based Retrieval with Text-Explicit Matching and Implicit Similarity
Ginger Delmas, Rafael Sampaio de Rezende, ... (+2 more)
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cs.CV
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141 |
4 years ago |
| 519 |
Song From PI: A Musically Plausible Network for Pop Music Generation
Hang Chu, Raquel Urtasun, Sanja Fidler
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👻
Ghosted
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cs.SD
|
140 |
9 years ago |
| 520 |
VideoFlow: A Conditional Flow-Based Model for Stochastic Video Generation
Manoj Kumar, Mohammad Babaeizadeh, ... (+5 more)
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cs.CV
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140 |
7 years ago |
| 521 |
Image GANs meet Differentiable Rendering for Inverse Graphics and Interpretable 3D Neural Rendering
Yuxuan Zhang, Wenzheng Chen, ... (+5 more)
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👻
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cs.CV
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140 |
5 years ago |
| 522 |
MaskViT: Masked Visual Pre-Training for Video Prediction
Agrim Gupta, Stephen Tian, ... (+4 more)
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cs.CV
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140 |
4 years ago |
| 523 |
Recurrent Mixture Density Network for Spatiotemporal Visual Attention
Loris Bazzani, Hugo Larochelle, Lorenzo Torresani
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👻
Ghosted
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cs.CV
|
139 |
10 years ago |
| 524 |
Inductive Bias of Deep Convolutional Networks through Pooling Geometry
Nadav Cohen, Amnon Shashua
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👻
Ghosted
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cs.NE
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139 |
10 years ago |
| 525 |
An analytic theory of generalization dynamics and transfer learning in deep linear networks
Andrew K. Lampinen, Surya Ganguli
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Ghosted
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stat.ML
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139 |
7 years ago |
| 526 |
Discriminator Rejection Sampling
Samaneh Azadi, Catherine Olsson, ... (+3 more)
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stat.ML
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139 |
7 years ago |
| 527 |
Theoretical Analysis of Auto Rate-Tuning by Batch Normalization
Sanjeev Arora, Zhiyuan Li, Kaifeng Lyu
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👻
Ghosted
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cs.LG
|
139 |
7 years ago |
| 528 |
Mixture of LoRA Experts
Xun Wu, Shaohan Huang, Furu Wei
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👻
Ghosted
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cs.CL
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139 |
2 years ago |
| 529 |
Learning a Natural Language Interface with Neural Programmer
Arvind Neelakantan, Quoc V. Le, ... (+3 more)
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👻
Ghosted
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cs.CL
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138 |
9 years ago |
| 530 |
Relaxed Quantization for Discretized Neural Networks
Christos Louizos, Matthias Reisser, ... (+3 more)
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cs.LG
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137 |
7 years ago |
| 531 |
CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning
Ossama Ahmed, Frederik Träuble, ... (+6 more)
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cs.RO
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137 |
5 years ago |
| 532 |
Variational Auto-encoded Deep Gaussian Processes
Zhenwen Dai, Andreas Damianou, ... (+2 more)
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cs.LG
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136 |
10 years ago |
| 533 |
Deep Learning with Dynamic Computation Graphs
Moshe Looks, Marcello Herreshoff, ... (+2 more)
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👻
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cs.NE
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136 |
9 years ago |
| 534 |
Local Explanation Methods for Deep Neural Networks Lack Sensitivity to Parameter Values
Julius Adebayo, Justin Gilmer, ... (+2 more)
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👻
Ghosted
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cs.CV
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135 |
7 years ago |
| 535 |
Robust Reinforcement Learning for Continuous Control with Model Misspecification
Daniel J. Mankowitz, Nir Levine, ... (+8 more)
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cs.LG
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135 |
7 years ago |
| 536 |
Can Neural Networks Understand Logical Entailment?
Richard Evans, David Saxton, ... (+3 more)
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cs.NE
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134 |
8 years ago |
| 537 |
DialogWAE: Multimodal Response Generation with Conditional Wasserstein Auto-Encoder
Xiaodong Gu, Kyunghyun Cho, ... (+2 more)
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👻
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cs.CL
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134 |
8 years ago |
| 538 |
V-MPO: On-Policy Maximum a Posteriori Policy Optimization for Discrete and Continuous Control
H. Francis Song, Abbas Abdolmaleki, ... (+12 more)
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👻
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cs.AI
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134 |
6 years ago |
| 539 |
Provable Benefit of Orthogonal Initialization in Optimizing Deep Linear Networks
Wei Hu, Lechao Xiao, Jeffrey Pennington
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👻
Ghosted
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cs.LG
|
134 |
6 years ago |
| 540 |
Compressing Word Embeddings via Deep Compositional Code Learning
Raphael Shu, Hideki Nakayama
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👻
Ghosted
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cs.CL
|
133 |
8 years ago |
| 541 |
Neural Module Networks for Reasoning over Text
Nitish Gupta, Kevin Lin, ... (+3 more)
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cs.CL
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133 |
6 years ago |
| 542 |
Reasoning About Physical Interactions with Object-Oriented Prediction and Planning
Michael Janner, Sergey Levine, ... (+4 more)
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cs.LG
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132 |
7 years ago |
| 543 |
When Do Curricula Work?
Xiaoxia Wu, Ethan Dyer, Behnam Neyshabur
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👻
Ghosted
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cs.LG
|
132 |
5 years ago |
| 544 |
Score-based Continuous-time Discrete Diffusion Models
Haoran Sun, Lijun Yu, ... (+3 more)
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cs.LG
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132 |
3 years ago |
| 545 |
DistillSpec: Improving Speculative Decoding via Knowledge Distillation
Yongchao Zhou, Kaifeng Lyu, ... (+6 more)
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👻
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cs.CL
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132 |
2 years ago |
| 546 |
Deep Learning and Quantum Entanglement: Fundamental Connections with Implications to Network Design
Yoav Levine, David Yakira, ... (+2 more)
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👻
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cs.LG
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131 |
9 years ago |
| 547 |
When is a Convolutional Filter Easy To Learn?
Simon S. Du, Jason D. Lee, Yuandong Tian
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👻
Ghosted
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cs.LG
|
131 |
8 years ago |
| 548 |
Generalizing Hamiltonian Monte Carlo with Neural Networks
Daniel Levy, Matthew D. Hoffman, Jascha Sohl-Dickstein
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👻
Ghosted
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stat.ML
|
131 |
8 years ago |
| 549 |
Divide-and-Conquer Reinforcement Learning
Dibya Ghosh, Avi Singh, ... (+3 more)
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👻
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cs.LG
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131 |
8 years ago |
| 550 |
Accelerated Policy Learning with Parallel Differentiable Simulation
Jie Xu, Viktor Makoviychuk, ... (+5 more)
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👻
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cs.LG
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131 |
4 years ago |