| 201 |
Learning how to explain neural networks: PatternNet and PatternAttribution
Pieter-Jan Kindermans, Kristof T. Schütt, ... (+5 more)
|
👻
Ghosted
|
stat.ML
|
368 |
9 years ago |
| 202 |
Cross-Lingual Ability of Multilingual BERT: An Empirical Study
Karthikeyan K, Zihan Wang, ... (+2 more)
|
👻
Ghosted
|
cs.CL
|
368 |
6 years ago |
| 203 |
Intrinsic Motivation and Automatic Curricula via Asymmetric Self-Play
Sainbayar Sukhbaatar, Zeming Lin, ... (+4 more)
|
👻
Ghosted
|
cs.LG
|
364 |
9 years ago |
| 204 |
Generative Multi-Adversarial Networks
Ishan Durugkar, Ian Gemp, Sridhar Mahadevan
|
👻
Ghosted
|
cs.LG
|
361 |
9 years ago |
| 205 |
Q-Prop: Sample-Efficient Policy Gradient with An Off-Policy Critic
Shixiang Gu, Timothy Lillicrap, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
359 |
9 years ago |
| 206 |
ClariNet: Parallel Wave Generation in End-to-End Text-to-Speech
Wei Ping, Kainan Peng, Jitong Chen
|
👻
Ghosted
|
cs.CL
|
358 |
7 years ago |
| 207 |
Visual Semantic Navigation using Scene Priors
Wei Yang, Xiaolong Wang, ... (+3 more)
|
👻
Ghosted
|
cs.CV
|
357 |
7 years ago |
| 208 |
Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks
Zhilin Yang, Ruslan Salakhutdinov, William W. Cohen
|
👻
Ghosted
|
cs.CL
|
355 |
9 years ago |
| 209 |
PixelVAE: A Latent Variable Model for Natural Images
Ishaan Gulrajani, Kundan Kumar, ... (+5 more)
|
👻
Ghosted
|
cs.LG
|
354 |
9 years ago |
| 210 |
Recurrent Independent Mechanisms
Anirudh Goyal, Alex Lamb, ... (+5 more)
|
👻
Ghosted
|
cs.LG
|
354 |
6 years ago |
| 211 |
How Neural Networks Extrapolate: From Feedforward to Graph Neural Networks
Keyulu Xu, Mozhi Zhang, ... (+4 more)
|
👻
Ghosted
|
cs.LG
|
354 |
5 years ago |
| 212 |
Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets
Dongxian Wu, Yisen Wang, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
351 |
6 years ago |
| 213 |
Prompting GPT-3 To Be Reliable
Chenglei Si, Zhe Gan, ... (+5 more)
|
👻
Ghosted
|
cs.CL
|
351 |
3 years ago |
| 214 |
Deep Learning for Physical Processes: Incorporating Prior Scientific Knowledge
Emmanuel de Bezenac, Arthur Pajot, Patrick Gallinari
|
👻
Ghosted
|
cs.AI
|
350 |
8 years ago |
| 215 |
SELF: Learning to Filter Noisy Labels with Self-Ensembling
Duc Tam Nguyen, Chaithanya Kumar Mummadi, ... (+4 more)
|
👻
Ghosted
|
cs.CV
|
350 |
6 years ago |
| 216 |
All-but-the-Top: Simple and Effective Postprocessing for Word Representations
Jiaqi Mu, Suma Bhat, Pramod Viswanath
|
👻
Ghosted
|
cs.CL
|
349 |
9 years ago |
| 217 |
Apprentice: Using Knowledge Distillation Techniques To Improve Low-Precision Network Accuracy
Asit Mishra, Debbie Marr
|
👻
Ghosted
|
cs.LG
|
349 |
8 years ago |
| 218 |
On the importance of single directions for generalization
Ari S. Morcos, David G. T. Barrett, ... (+2 more)
|
👻
Ghosted
|
stat.ML
|
348 |
8 years ago |
| 219 |
Syntax-Directed Variational Autoencoder for Structured Data
Hanjun Dai, Yingtao Tian, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
346 |
8 years ago |
| 220 |
Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks
Yikang Shen, Shawn Tan, ... (+2 more)
|
👻
Ghosted
|
cs.CL
|
345 |
7 years ago |
| 221 |
The Risks of Invariant Risk Minimization
Elan Rosenfeld, Pradeep Ravikumar, Andrej Risteski
|
👻
Ghosted
|
cs.LG
|
345 |
5 years ago |
| 222 |
Neural Networks with Few Multiplications
Zhouhan Lin, Matthieu Courbariaux, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
344 |
10 years ago |
| 223 |
Dynamic Channel Pruning: Feature Boosting and Suppression
Xitong Gao, Yiren Zhao, ... (+3 more)
|
👻
Ghosted
|
cs.CV
|
340 |
7 years ago |
| 224 |
Neuro-Symbolic Program Synthesis
Emilio Parisotto, Abdel-rahman Mohamed, ... (+4 more)
|
👻
Ghosted
|
cs.AI
|
339 |
9 years ago |
| 225 |
Super-Resolution with Deep Convolutional Sufficient Statistics
Joan Bruna, Pablo Sprechmann, Yann LeCun
|
👻
Ghosted
|
cs.CV
|
338 |
10 years ago |
| 226 |
Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning
Sandeep Subramanian, Adam Trischler, ... (+2 more)
|
👻
Ghosted
|
cs.CL
|
338 |
8 years ago |
| 227 |
A Convergence Analysis of Gradient Descent for Deep Linear Neural Networks
Sanjeev Arora, Nadav Cohen, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
333 |
7 years ago |
| 228 |
Human Motion Diffusion as a Generative Prior
Yonatan Shafir, Guy Tevet, ... (+2 more)
|
👻
Ghosted
|
cs.CV
|
332 |
3 years ago |
| 229 |
Learning to Perform Physics Experiments via Deep Reinforcement Learning
Misha Denil, Pulkit Agrawal, ... (+4 more)
|
👻
Ghosted
|
stat.ML
|
330 |
9 years ago |
| 230 |
Poincaré GloVe: Hyperbolic Word Embeddings
Alexandru Tifrea, Gary Bécigneul, Octavian-Eugen Ganea
|
👻
Ghosted
|
cs.CL
|
330 |
7 years ago |
| 231 |
Deep Reinforcement Learning in Parameterized Action Space
Matthew Hausknecht, Peter Stone
|
👻
Ghosted
|
cs.AI
|
329 |
10 years ago |
| 232 |
GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations
Martin Engelcke, Adam R. Kosiorek, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
329 |
6 years ago |
| 233 |
Bayesian Deep Convolutional Networks with Many Channels are Gaussian Processes
Roman Novak, Lechao Xiao, ... (+7 more)
|
👻
Ghosted
|
stat.ML
|
325 |
7 years ago |
| 234 |
Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations
David Krueger, Tegan Maharaj, ... (+8 more)
|
👻
Ghosted
|
cs.NE
|
324 |
10 years ago |
| 235 |
Exploring Sparsity in Recurrent Neural Networks
Sharan Narang, Erich Elsen, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
324 |
9 years ago |
| 236 |
Representation Degeneration Problem in Training Natural Language Generation Models
Jun Gao, Di He, ... (+4 more)
|
👻
Ghosted
|
cs.CL
|
322 |
6 years ago |
| 237 |
Pre-training Tasks for Embedding-based Large-scale Retrieval
Wei-Cheng Chang, Felix X. Yu, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
322 |
6 years ago |
| 238 |
Learning to Optimize
Ke Li, Jitendra Malik
|
👻
Ghosted
|
cs.LG
|
321 |
10 years ago |
| 239 |
Deep Voice 3: Scaling Text-to-Speech with Convolutional Sequence Learning
Wei Ping, Kainan Peng, ... (+6 more)
|
👻
Ghosted
|
cs.SD
|
320 |
8 years ago |
| 240 |
Riemannian Adaptive Optimization Methods
Gary Bécigneul, Octavian-Eugen Ganea
|
👻
Ghosted
|
cs.LG
|
320 |
7 years ago |
| 241 |
Making Retrieval-Augmented Language Models Robust to Irrelevant Context
Ori Yoran, Tomer Wolfson, ... (+2 more)
|
👻
Ghosted
|
cs.CL
|
319 |
2 years ago |
| 242 |
Nearest Neighbor Machine Translation
Urvashi Khandelwal, Angela Fan, ... (+3 more)
|
👻
Ghosted
|
cs.CL
|
318 |
5 years ago |
| 243 |
Deep Decoder: Concise Image Representations from Untrained Non-convolutional Networks
Reinhard Heckel, Paul Hand
|
👻
Ghosted
|
cs.CV
|
316 |
7 years ago |
| 244 |
Contrastive Learning of Structured World Models
Thomas Kipf, Elise van der Pol, Max Welling
|
👻
Ghosted
|
stat.ML
|
313 |
6 years ago |
| 245 |
Backpropagation through the Void: Optimizing control variates for black-box gradient estimation
Will Grathwohl, Dami Choi, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
312 |
8 years ago |
| 246 |
Do Wide and Deep Networks Learn the Same Things? Uncovering How Neural Network Representations Vary with Width and Depth
Thao Nguyen, Maithra Raghu, Simon Kornblith
|
👻
Ghosted
|
cs.LG
|
308 |
5 years ago |
| 247 |
A Closer Look at Deep Learning Heuristics: Learning rate restarts, Warmup and Distillation
Akhilesh Gotmare, Nitish Shirish Keskar, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
307 |
7 years ago |
| 248 |
Depthwise Separable Convolutions for Neural Machine Translation
Lukasz Kaiser, Aidan N. Gomez, Francois Chollet
|
👻
Ghosted
|
cs.CL
|
306 |
9 years ago |
| 249 |
VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning
Luisa Zintgraf, Kyriacos Shiarlis, ... (+5 more)
|
👻
Ghosted
|
cs.LG
|
306 |
6 years ago |
| 250 |
Improving Neural Language Models with a Continuous Cache
Edouard Grave, Armand Joulin, Nicolas Usunier
|
👻
Ghosted
|
cs.CL
|
305 |
9 years ago |