| 251 |
All-but-the-Top: Simple and Effective Postprocessing for Word Representations
Jiaqi Mu, Suma Bhat, Pramod Viswanath
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cs.CL
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349 |
9 years ago |
| 252 |
On the importance of single directions for generalization
Ari S. Morcos, David G. T. Barrett, ... (+2 more)
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stat.ML
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348 |
8 years ago |
| 253 |
Syntax-Directed Variational Autoencoder for Structured Data
Hanjun Dai, Yingtao Tian, ... (+3 more)
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cs.LG
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346 |
8 years ago |
| 254 |
The Risks of Invariant Risk Minimization
Elan Rosenfeld, Pradeep Ravikumar, Andrej Risteski
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cs.LG
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345 |
5 years ago |
| 255 |
Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks
Yikang Shen, Shawn Tan, ... (+2 more)
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cs.CL
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345 |
7 years ago |
| 256 |
MapTR: Structured Modeling and Learning for Online Vectorized HD Map Construction
Bencheng Liao, Shaoyu Chen, ... (+5 more)
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cs.CV
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345 |
3 years ago |
| 257 |
Neural Networks with Few Multiplications
Zhouhan Lin, Matthieu Courbariaux, ... (+2 more)
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cs.LG
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344 |
10 years ago |
| 258 |
Dynamic Channel Pruning: Feature Boosting and Suppression
Xitong Gao, Yiren Zhao, ... (+3 more)
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cs.CV
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340 |
7 years ago |
| 259 |
Neuro-Symbolic Program Synthesis
Emilio Parisotto, Abdel-rahman Mohamed, ... (+4 more)
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cs.AI
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339 |
9 years ago |
| 260 |
Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning
Sandeep Subramanian, Adam Trischler, ... (+2 more)
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cs.CL
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338 |
8 years ago |
| 261 |
Super-Resolution with Deep Convolutional Sufficient Statistics
Joan Bruna, Pablo Sprechmann, Yann LeCun
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cs.CV
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338 |
10 years ago |
| 262 |
A Convergence Analysis of Gradient Descent for Deep Linear Neural Networks
Sanjeev Arora, Nadav Cohen, ... (+2 more)
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cs.LG
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333 |
7 years ago |
| 263 |
Human Motion Diffusion as a Generative Prior
Yonatan Shafir, Guy Tevet, ... (+2 more)
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cs.CV
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332 |
3 years ago |
| 264 |
Temporal Efficient Training of Spiking Neural Network via Gradient Re-weighting
Shikuang Deng, Yuhang Li, ... (+2 more)
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cs.NE
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332 |
4 years ago |
| 265 |
Poincaré GloVe: Hyperbolic Word Embeddings
Alexandru Tifrea, Gary Bécigneul, Octavian-Eugen Ganea
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cs.CL
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330 |
7 years ago |
| 266 |
Learning to Perform Physics Experiments via Deep Reinforcement Learning
Misha Denil, Pulkit Agrawal, ... (+4 more)
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stat.ML
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330 |
9 years ago |
| 267 |
GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations
Martin Engelcke, Adam R. Kosiorek, ... (+2 more)
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cs.LG
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329 |
6 years ago |
| 268 |
Deep Reinforcement Learning in Parameterized Action Space
Matthew Hausknecht, Peter Stone
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cs.AI
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329 |
10 years ago |
| 269 |
Bayesian Deep Convolutional Networks with Many Channels are Gaussian Processes
Roman Novak, Lechao Xiao, ... (+7 more)
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stat.ML
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325 |
7 years ago |
| 270 |
Exploring Sparsity in Recurrent Neural Networks
Sharan Narang, Erich Elsen, ... (+2 more)
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cs.LG
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324 |
9 years ago |
| 271 |
Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations
David Krueger, Tegan Maharaj, ... (+8 more)
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cs.NE
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324 |
10 years ago |
| 272 |
Pre-training Tasks for Embedding-based Large-scale Retrieval
Wei-Cheng Chang, Felix X. Yu, ... (+3 more)
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cs.LG
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322 |
6 years ago |
| 273 |
Representation Degeneration Problem in Training Natural Language Generation Models
Jun Gao, Di He, ... (+4 more)
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cs.CL
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322 |
6 years ago |
| 274 |
Learning to Optimize
Ke Li, Jitendra Malik
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cs.LG
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321 |
10 years ago |
| 275 |
Riemannian Adaptive Optimization Methods
Gary Bécigneul, Octavian-Eugen Ganea
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cs.LG
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320 |
7 years ago |
| 276 |
Deep Voice 3: Scaling Text-to-Speech with Convolutional Sequence Learning
Wei Ping, Kainan Peng, ... (+6 more)
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cs.SD
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320 |
8 years ago |
| 277 |
Making Retrieval-Augmented Language Models Robust to Irrelevant Context
Ori Yoran, Tomer Wolfson, ... (+2 more)
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cs.CL
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319 |
2 years ago |
| 278 |
Nearest Neighbor Machine Translation
Urvashi Khandelwal, Angela Fan, ... (+3 more)
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cs.CL
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318 |
5 years ago |
| 279 |
Deep Decoder: Concise Image Representations from Untrained Non-convolutional Networks
Reinhard Heckel, Paul Hand
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cs.CV
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316 |
7 years ago |
| 280 |
Contrastive Learning of Structured World Models
Thomas Kipf, Elise van der Pol, Max Welling
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stat.ML
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313 |
6 years ago |
| 281 |
Backpropagation through the Void: Optimizing control variates for black-box gradient estimation
Will Grathwohl, Dami Choi, ... (+3 more)
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cs.LG
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312 |
8 years ago |
| 282 |
Combining Label Propagation and Simple Models Out-performs Graph Neural Networks
Qian Huang, Horace He, ... (+3 more)
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🌅
Old Age
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cs.LG
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311 |
5 years ago |
| 283 |
Geometry-aware Instance-reweighted Adversarial Training
Jingfeng Zhang, Jianing Zhu, ... (+4 more)
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cs.LG
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309 |
5 years ago |
| 284 |
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
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cs.LG
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308 |
5 years ago |
| 285 |
A Closer Look at Deep Learning Heuristics: Learning rate restarts, Warmup and Distillation
Akhilesh Gotmare, Nitish Shirish Keskar, ... (+2 more)
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cs.LG
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307 |
7 years ago |
| 286 |
VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning
Luisa Zintgraf, Kyriacos Shiarlis, ... (+5 more)
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cs.LG
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306 |
6 years ago |
| 287 |
Depthwise Separable Convolutions for Neural Machine Translation
Lukasz Kaiser, Aidan N. Gomez, Francois Chollet
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cs.CL
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306 |
9 years ago |
| 288 |
Improving Neural Language Models with a Continuous Cache
Edouard Grave, Armand Joulin, Nicolas Usunier
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cs.CL
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305 |
9 years ago |
| 289 |
Consistency Regularization for Generative Adversarial Networks
Han Zhang, Zizhao Zhang, ... (+2 more)
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cs.LG
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302 |
6 years ago |
| 290 |
Federated Adversarial Domain Adaptation
Xingchao Peng, Zijun Huang, ... (+2 more)
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cs.CV
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301 |
6 years ago |
| 291 |
Deep Rewiring: Training very sparse deep networks
Guillaume Bellec, David Kappel, ... (+2 more)
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cs.NE
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301 |
8 years ago |
| 292 |
MMA Training: Direct Input Space Margin Maximization through Adversarial Training
Gavin Weiguang Ding, Yash Sharma, ... (+2 more)
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cs.LG
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299 |
7 years ago |
| 293 |
DeepV2D: Video to Depth with Differentiable Structure from Motion
Zachary Teed, Jia Deng
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🌅
Old Age
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cs.CV
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298 |
7 years ago |
| 294 |
Relational Neural Expectation Maximization: Unsupervised Discovery of Objects and their Interactions
Sjoerd van Steenkiste, Michael Chang, ... (+2 more)
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cs.LG
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298 |
8 years ago |
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Keep Doing What Worked: Behavioral Modelling Priors for Offline Reinforcement Learning
Noah Y. Siegel, Jost Tobias Springenberg, ... (+7 more)
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cs.LG
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297 |
6 years ago |
| 296 |
Graph HyperNetworks for Neural Architecture Search
Chris Zhang, Mengye Ren, Raquel Urtasun
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cs.LG
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296 |
7 years ago |
| 297 |
Adversarial Dropout Regularization
Kuniaki Saito, Yoshitaka Ushiku, ... (+2 more)
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cs.CV
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295 |
8 years ago |
| 298 |
Dataset Meta-Learning from Kernel Ridge-Regression
Timothy Nguyen, Zhourong Chen, Jaehoon Lee
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cs.LG
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294 |
5 years ago |
| 299 |
Projection-Based Constrained Policy Optimization
Tsung-Yen Yang, Justinian Rosca, ... (+2 more)
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cs.LG
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294 |
5 years ago |
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Adversarial Manipulation of Deep Representations
Sara Sabour, Yanshuai Cao, ... (+2 more)
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cs.CV
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294 |
10 years ago |