| 251 |
Few-Shot Adversarial Domain Adaptation
Saeid Motiian, Quinn Jones, ... (+2 more)
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cs.CV
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428 |
8 years ago |
| 252 |
Sequential Neural Models with Stochastic Layers
Marco Fraccaro, Søren Kaae Sønderby, ... (+2 more)
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stat.ML
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428 |
10 years ago |
| 253 |
Neural Voice Cloning with a Few Samples
Sercan O. Arik, Jitong Chen, ... (+3 more)
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cs.CL
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427 |
8 years ago |
| 254 |
Learning the Number of Neurons in Deep Networks
Jose M Alvarez, Mathieu Salzmann
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cs.CV
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425 |
9 years ago |
| 255 |
End-to-End Differentiable Proving
Tim Rocktäschel, Sebastian Riedel
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cs.NE
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423 |
9 years ago |
| 256 |
Variational Information Maximisation for Intrinsically Motivated Reinforcement Learning
Shakir Mohamed, Danilo Jimenez Rezende
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stat.ML
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423 |
10 years ago |
| 257 |
Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets
Armand Joulin, Tomas Mikolov
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cs.NE
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423 |
11 years ago |
| 258 |
Searching for Efficient Multi-Scale Architectures for Dense Image Prediction
Liang-Chieh Chen, Maxwell D. Collins, ... (+6 more)
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cs.CV
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420 |
7 years ago |
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Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks
Tianfan Xue, Jiajun Wu, ... (+2 more)
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cs.CV
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417 |
10 years ago |
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MAVEN: Multi-Agent Variational Exploration
Anuj Mahajan, Tabish Rashid, ... (+2 more)
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cs.LG
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414 |
6 years ago |
| 261 |
Stochastic Latent Actor-Critic: Deep Reinforcement Learning with a Latent Variable Model
Alex X. Lee, Anusha Nagabandi, ... (+2 more)
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cs.LG
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413 |
7 years ago |
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Adversarial Training and Robustness for Multiple Perturbations
Florian Tramèr, Dan Boneh
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cs.LG
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413 |
7 years ago |
| 263 |
Randomized Prior Functions for Deep Reinforcement Learning
Ian Osband, John Aslanides, Albin Cassirer
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stat.ML
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413 |
8 years ago |
| 264 |
RUBi: Reducing Unimodal Biases in Visual Question Answering
Remi Cadene, Corentin Dancette, ... (+3 more)
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cs.CV
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411 |
7 years ago |
| 265 |
Pareto Multi-Task Learning
Xi Lin, Hui-Ling Zhen, ... (+3 more)
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cs.LG
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410 |
6 years ago |
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Controllable Text-to-Image Generation
Bowen Li, Xiaojuan Qi, ... (+2 more)
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cs.CV
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410 |
6 years ago |
| 267 |
BERT Loses Patience: Fast and Robust Inference with Early Exit
Wangchunshu Zhou, Canwen Xu, ... (+4 more)
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cs.CL
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408 |
6 years ago |
| 268 |
Learning to Perform Local Rewriting for Combinatorial Optimization
Xinyun Chen, Yuandong Tian
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cs.LG
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408 |
7 years ago |
| 269 |
Unsupervised Learning of 3D Structure from Images
Danilo Jimenez Rezende, S. M. Ali Eslami, ... (+4 more)
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cs.CV
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407 |
10 years ago |
| 270 |
Gradient Estimation Using Stochastic Computation Graphs
John Schulman, Nicolas Heess, ... (+2 more)
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cs.LG
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407 |
11 years ago |
| 271 |
Hierarchical Neural Architecture Search for Deep Stereo Matching
Xuelian Cheng, Yiran Zhong, ... (+6 more)
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cs.CV
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406 |
5 years ago |
| 272 |
The Lottery Ticket Hypothesis for Pre-trained BERT Networks
Tianlong Chen, Jonathan Frankle, ... (+5 more)
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cs.LG
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405 |
5 years ago |
| 273 |
Global Optimality of Local Search for Low Rank Matrix Recovery
Srinadh Bhojanapalli, Behnam Neyshabur, Nathan Srebro
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stat.ML
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405 |
10 years ago |
| 274 |
Convergent Learning: Do different neural networks learn the same representations?
Yixuan Li, Jason Yosinski, ... (+3 more)
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cs.LG
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405 |
10 years ago |
| 275 |
Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning
Cong Zhang, Wen Song, ... (+4 more)
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cs.LG
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400 |
5 years ago |
| 276 |
Uni-ControlNet: All-in-One Control to Text-to-Image Diffusion Models
Shihao Zhao, Dongdong Chen, ... (+5 more)
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cs.CV
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399 |
3 years ago |
| 277 |
Beyond Parity: Fairness Objectives for Collaborative Filtering
Sirui Yao, Bert Huang
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cs.IR
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398 |
9 years ago |
| 278 |
Few-shot Video-to-Video Synthesis
Ting-Chun Wang, Ming-Yu Liu, ... (+4 more)
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cs.CV
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397 |
6 years ago |
| 279 |
Robustness of classifiers: from adversarial to random noise
Alhussein Fawzi, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard
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cs.LG
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394 |
9 years ago |
| 280 |
High-Quality Self-Supervised Deep Image Denoising
Samuli Laine, Tero Karras, ... (+2 more)
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cs.LG
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391 |
7 years ago |
| 281 |
Adaptive Gradient-Based Meta-Learning Methods
Mikhail Khodak, Maria-Florina Balcan, Ameet Talwalkar
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cs.LG
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385 |
7 years ago |
| 282 |
Spectral Representations for Convolutional Neural Networks
Oren Rippel, Jasper Snoek, Ryan P. Adams
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stat.ML
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385 |
11 years ago |
| 283 |
DRUM: End-To-End Differentiable Rule Mining On Knowledge Graphs
Ali Sadeghian, Mohammadreza Armandpour, ... (+2 more)
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cs.LG
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383 |
6 years ago |
| 284 |
Understanding Attention and Generalization in Graph Neural Networks
Boris Knyazev, Graham W. Taylor, Mohamed R. Amer
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cs.LG
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381 |
7 years ago |
| 285 |
Levenshtein Transformer
Jiatao Gu, Changhan Wang, Jake Zhao
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cs.CL
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380 |
7 years ago |
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ATOMO: Communication-efficient Learning via Atomic Sparsification
Hongyi Wang, Scott Sievert, ... (+4 more)
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stat.ML
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380 |
8 years ago |
| 287 |
Universal Correspondence Network
Christopher B. Choy, JunYoung Gwak, ... (+2 more)
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cs.CV
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379 |
10 years ago |
| 288 |
Breaking the Curse of Horizon: Infinite-Horizon Off-Policy Estimation
Qiang Liu, Lihong Li, ... (+2 more)
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cs.LG
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377 |
7 years ago |
| 289 |
Learning Disentangled Representations with Semi-Supervised Deep Generative Models
N. Siddharth, Brooks Paige, ... (+6 more)
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stat.ML
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376 |
9 years ago |
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Active Bias: Training More Accurate Neural Networks by Emphasizing High Variance Samples
Haw-Shiuan Chang, Erik Learned-Miller, Andrew McCallum
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stat.ML
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376 |
9 years ago |
| 291 |
Self-supervised Co-training for Video Representation Learning
Tengda Han, Weidi Xie, Andrew Zisserman
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cs.CV
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375 |
5 years ago |
| 292 |
Meta-Reinforcement Learning of Structured Exploration Strategies
Abhishek Gupta, Russell Mendonca, ... (+3 more)
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cs.LG
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373 |
8 years ago |
| 293 |
Certified Adversarial Robustness with Additive Noise
Bai Li, Changyou Chen, ... (+2 more)
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cs.LG
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371 |
7 years ago |
| 294 |
Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents
Edoardo Conti, Vashisht Madhavan, ... (+4 more)
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cs.AI
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371 |
8 years ago |
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Explanations can be manipulated and geometry is to blame
Ann-Kathrin Dombrowski, Maximilian Alber, ... (+4 more)
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stat.ML
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370 |
7 years ago |
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Multiple Futures Prediction
Yichuan Charlie Tang, Ruslan Salakhutdinov
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cs.LG
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369 |
6 years ago |
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Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data
Wei-Ning Hsu, Yu Zhang, James Glass
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cs.LG
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369 |
8 years ago |
| 298 |
Data Poisoning Attacks on Factorization-Based Collaborative Filtering
Bo Li, Yining Wang, ... (+2 more)
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cs.LG
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369 |
9 years ago |
| 299 |
Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach
Yinlam Chow, Aviv Tamar, ... (+2 more)
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cs.AI
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369 |
11 years ago |
| 300 |
Design Space for Graph Neural Networks
Jiaxuan You, Rex Ying, Jure Leskovec
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cs.LG
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368 |
5 years ago |