| 301 |
Deep learning generalizes because the parameter-function map is biased towards simple functions
Guillermo Valle-Pérez, Chico Q. Camargo, Ard A. Louis
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stat.ML
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261 |
8 years ago |
| 302 |
Support-set bottlenecks for video-text representation learning
Mandela Patrick, Po-Yao Huang, ... (+5 more)
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cs.CV
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260 |
5 years ago |
| 303 |
Hyperbolic Attention Networks
Caglar Gulcehre, Misha Denil, ... (+9 more)
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cs.NE
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258 |
8 years ago |
| 304 |
There Are Many Consistent Explanations of Unlabeled Data: Why You Should Average
Ben Athiwaratkun, Marc Finzi, ... (+2 more)
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cs.LG
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258 |
8 years ago |
| 305 |
Plan Online, Learn Offline: Efficient Learning and Exploration via Model-Based Control
Kendall Lowrey, Aravind Rajeswaran, ... (+3 more)
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cs.LG
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258 |
7 years ago |
| 306 |
Pruning Neural Networks at Initialization: Why are We Missing the Mark?
Jonathan Frankle, Gintare Karolina Dziugaite, ... (+2 more)
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cs.LG
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258 |
5 years ago |
| 307 |
Learning Multimodal Graph-to-Graph Translation for Molecular Optimization
Wengong Jin, Kevin Yang, ... (+2 more)
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cs.LG
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256 |
7 years ago |
| 308 |
A Constructive Prediction of the Generalization Error Across Scales
Jonathan S. Rosenfeld, Amir Rosenfeld, ... (+2 more)
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cs.LG
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256 |
6 years ago |
| 309 |
Data Noising as Smoothing in Neural Network Language Models
Ziang Xie, Sida I. Wang, ... (+5 more)
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cs.LG
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255 |
9 years ago |
| 310 |
Decentralized Deep Learning with Arbitrary Communication Compression
Anastasia Koloskova, Tao Lin, ... (+2 more)
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cs.LG
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255 |
6 years ago |
| 311 |
Learning from Between-class Examples for Deep Sound Recognition
Yuji Tokozume, Yoshitaka Ushiku, Tatsuya Harada
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cs.LG
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254 |
8 years ago |
| 312 |
Unleashing Large-Scale Video Generative Pre-training for Visual Robot Manipulation
Hongtao Wu, Ya Jing, ... (+7 more)
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cs.RO
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253 |
2 years ago |
| 313 |
DPSNet: End-to-end Deep Plane Sweep Stereo
Sunghoon Im, Hae-Gon Jeon, ... (+2 more)
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cs.CV
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252 |
7 years ago |
| 314 |
Zero-Shot Robotic Manipulation with Pretrained Image-Editing Diffusion Models
Kevin Black, Mitsuhiko Nakamoto, ... (+5 more)
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cs.RO
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252 |
2 years ago |
| 315 |
Learning Exploration Policies for Navigation
Tao Chen, Saurabh Gupta, Abhinav Gupta
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cs.RO
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251 |
7 years ago |
| 316 |
Leveraging Large Language Models for Multiple Choice Question Answering
Joshua Robinson, Christopher Michael Rytting, David Wingate
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cs.CL
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250 |
3 years ago |
| 317 |
Delving into adversarial attacks on deep policies
Jernej Kos, Dawn Song
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stat.ML
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249 |
9 years ago |
| 318 |
Fine-tuning Language Models for Factuality
Katherine Tian, Eric Mitchell, ... (+3 more)
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cs.CL
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249 |
2 years ago |
| 319 |
TopicRNN: A Recurrent Neural Network with Long-Range Semantic Dependency
Adji B. Dieng, Chong Wang, ... (+2 more)
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cs.CL
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248 |
9 years ago |
| 320 |
LR-GAN: Layered Recursive Generative Adversarial Networks for Image Generation
Jianwei Yang, Anitha Kannan, ... (+2 more)
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cs.CV
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248 |
9 years ago |
| 321 |
Early Methods for Detecting Adversarial Images
Dan Hendrycks, Kevin Gimpel
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cs.LG
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247 |
9 years ago |
| 322 |
Joint Multimodal Learning with Deep Generative Models
Masahiro Suzuki, Kotaro Nakayama, Yutaka Matsuo
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stat.ML
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247 |
9 years ago |
| 323 |
Unsupervised Learning via Meta-Learning
Kyle Hsu, Sergey Levine, Chelsea Finn
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cs.LG
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245 |
7 years ago |
| 324 |
Third-Person Imitation Learning
Bradly C. Stadie, Pieter Abbeel, Ilya Sutskever
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cs.LG
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244 |
9 years ago |
| 325 |
Emergence of grid-like representations by training recurrent neural networks to perform spatial localization
Christopher J. Cueva, Xue-Xin Wei
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q-bio.NC
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244 |
8 years ago |
| 326 |
Depth-Adaptive Transformer
Maha Elbayad, Jiatao Gu, ... (+2 more)
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cs.CL
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244 |
6 years ago |
| 327 |
Topology and Geometry of Half-Rectified Network Optimization
C. Daniel Freeman, Joan Bruna
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stat.ML
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242 |
9 years ago |
| 328 |
Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees
Yuping Luo, Huazhe Xu, ... (+4 more)
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cs.LG
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242 |
8 years ago |
| 329 |
Learning to Schedule Communication in Multi-agent Reinforcement Learning
Daewoo Kim, Sangwoo Moon, ... (+5 more)
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cs.AI
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242 |
7 years ago |
| 330 |
Simple And Efficient Architecture Search for Convolutional Neural Networks
Thomas Elsken, Jan-Hendrik Metzen, Frank Hutter
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stat.ML
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241 |
8 years ago |
| 331 |
Learning to cluster in order to transfer across domains and tasks
Yen-Chang Hsu, Zhaoyang Lv, Zsolt Kira
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cs.LG
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240 |
8 years ago |
| 332 |
Pushing the Boundaries of Boundary Detection using Deep Learning
Iasonas Kokkinos
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cs.CV
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239 |
10 years ago |
| 333 |
Scaling Autoregressive Video Models
Dirk Weissenborn, Oscar Täckström, Jakob Uszkoreit
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cs.CV
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238 |
7 years ago |
| 334 |
Understanding the Limitations of Variational Mutual Information Estimators
Jiaming Song, Stefano Ermon
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cs.LG
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238 |
6 years ago |
| 335 |
Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal Language Models
Erfan Shayegani, Yue Dong, Nael Abu-Ghazaleh
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cs.CR
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236 |
2 years ago |
| 336 |
RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation
Fangyuan Xu, Weijia Shi, Eunsol Choi
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cs.CL
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235 |
2 years ago |
| 337 |
Tracking the World State with Recurrent Entity Networks
Mikael Henaff, Jason Weston, ... (+3 more)
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cs.CL
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233 |
9 years ago |
| 338 |
Thieves on Sesame Street! Model Extraction of BERT-based APIs
Kalpesh Krishna, Gaurav Singh Tomar, ... (+3 more)
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cs.CL
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233 |
6 years ago |
| 339 |
Understanding Knowledge Distillation in Non-autoregressive Machine Translation
Chunting Zhou, Graham Neubig, Jiatao Gu
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cs.CL
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233 |
6 years ago |
| 340 |
A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning
Soochan Lee, Junsoo Ha, ... (+2 more)
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cs.LG
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233 |
6 years ago |
| 341 |
Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models
Zirui Wang, Yulia Tsvetkov, ... (+2 more)
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cs.CL
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233 |
5 years ago |
| 342 |
Open Question Answering over Tables and Text
Wenhu Chen, Ming-Wei Chang, ... (+3 more)
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cs.CL
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233 |
5 years ago |
| 343 |
Emergence of Linguistic Communication from Referential Games with Symbolic and Pixel Input
Angeliki Lazaridou, Karl Moritz Hermann, ... (+2 more)
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cs.AI
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232 |
8 years ago |
| 344 |
Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow
Xue Bin Peng, Angjoo Kanazawa, ... (+3 more)
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cs.LG
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232 |
7 years ago |
| 345 |
Meta-Learning and Universality: Deep Representations and Gradient Descent can Approximate any Learning Algorithm
Chelsea Finn, Sergey Levine
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cs.LG
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231 |
8 years ago |
| 346 |
Imitation Learning via Off-Policy Distribution Matching
Ilya Kostrikov, Ofir Nachum, Jonathan Tompson
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cs.LG
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231 |
6 years ago |
| 347 |
Trace Norm Regularised Deep Multi-Task Learning
Yongxin Yang, Timothy M. Hospedales
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cs.LG
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230 |
10 years ago |
| 348 |
Training independent subnetworks for robust prediction
Marton Havasi, Rodolphe Jenatton, ... (+6 more)
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cs.LG
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230 |
5 years ago |
| 349 |
Better Fine-Tuning by Reducing Representational Collapse
Armen Aghajanyan, Akshat Shrivastava, ... (+4 more)
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cs.LG
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229 |
5 years ago |
| 350 |
Fast and Complete: Enabling Complete Neural Network Verification with Rapid and Massively Parallel Incomplete Verifiers
Kaidi Xu, Huan Zhang, ... (+5 more)
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cs.AI
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229 |
5 years ago |