| 301 |
Stabilizing Training of Generative Adversarial Networks through Regularization
Kevin Roth, Aurelien Lucchi, ... (+2 more)
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cs.LG
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477 |
8 years ago |
| 302 |
Beyond temperature scaling: Obtaining well-calibrated multiclass probabilities with Dirichlet calibration
Meelis Kull, Miquel Perello-Nieto, ... (+4 more)
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cs.LG
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476 |
6 years ago |
| 303 |
The Numerics of GANs
Lars Mescheder, Sebastian Nowozin, Andreas Geiger
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cs.LG
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474 |
8 years ago |
| 304 |
Understanding and Improving Layer Normalization
Jingjing Xu, Xu Sun, ... (+3 more)
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cs.LG
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473 |
6 years ago |
| 305 |
Triple Generative Adversarial Nets
Chongxuan Li, Kun Xu, ... (+2 more)
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cs.LG
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469 |
9 years ago |
| 306 |
Unsupervised Feature Extraction by Time-Contrastive Learning and Nonlinear ICA
Aapo Hyvarinen, Hiroshi Morioka
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stat.ML
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466 |
9 years ago |
| 307 |
Self-Supervised Learning by Cross-Modal Audio-Video Clustering
Humam Alwassel, Dhruv Mahajan, ... (+4 more)
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cs.CV
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464 |
6 years ago |
| 308 |
Inverse Reward Design
Dylan Hadfield-Menell, Smitha Milli, ... (+3 more)
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cs.AI
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459 |
8 years ago |
| 309 |
Visualizing and Measuring the Geometry of BERT
Andy Coenen, Emily Reif, ... (+5 more)
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cs.LG
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455 |
6 years ago |
| 310 |
Semidefinite relaxations for certifying robustness to adversarial examples
Aditi Raghunathan, Jacob Steinhardt, Percy Liang
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cs.LG
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454 |
7 years ago |
| 311 |
Hyperbolic Graph Neural Networks
Qi Liu, Maximilian Nickel, Douwe Kiela
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cs.LG
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451 |
6 years ago |
| 312 |
Privacy Amplification by Subsampling: Tight Analyses via Couplings and Divergences
Borja Balle, Gilles Barthe, Marco Gaboardi
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cs.LG
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451 |
7 years ago |
| 313 |
Reward learning from human preferences and demonstrations in Atari
Borja Ibarz, Jan Leike, ... (+4 more)
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cs.LG
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449 |
7 years ago |
| 314 |
Measuring Neural Net Robustness with Constraints
Osbert Bastani, Yani Ioannou, ... (+4 more)
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cs.LG
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445 |
9 years ago |
| 315 |
Towards Deep Conversational Recommendations
Raymond Li, Samira Kahou, ... (+4 more)
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cs.LG
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444 |
7 years ago |
| 316 |
Thinking Fast and Slow with Deep Learning and Tree Search
Thomas Anthony, Zheng Tian, David Barber
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cs.AI
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444 |
8 years ago |
| 317 |
PRNet: Self-Supervised Learning for Partial-to-Partial Registration
Yue Wang, Justin M. Solomon
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cs.LG
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441 |
6 years ago |
| 318 |
Dense Associative Memory for Pattern Recognition
Dmitry Krotov, John J Hopfield
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cs.NE
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441 |
9 years ago |
| 319 |
LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS
Zhiwen Fan, Kevin Wang, ... (+4 more)
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cs.CV
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438 |
2 years ago |
| 320 |
Learning Koopman Invariant Subspaces for Dynamic Mode Decomposition
Naoya Takeishi, Yoshinobu Kawahara, Takehisa Yairi
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cs.LG
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437 |
8 years ago |
| 321 |
MarrNet: 3D Shape Reconstruction via 2.5D Sketches
Jiajun Wu, Yifan Wang, ... (+4 more)
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cs.CV
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436 |
8 years ago |
| 322 |
Differentiable MPC for End-to-end Planning and Control
Brandon Amos, Ivan Dario Jimenez Rodriguez, ... (+3 more)
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cs.LG
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435 |
7 years ago |
| 323 |
Efficient Formal Safety Analysis of Neural Networks
Shiqi Wang, Kexin Pei, ... (+3 more)
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cs.LG
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433 |
7 years ago |
| 324 |
On the Global Linear Convergence of Frank-Wolfe Optimization Variants
Simon Lacoste-Julien, Martin Jaggi
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math.OC
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431 |
10 years ago |
| 325 |
Neighbourhood Consensus Networks
Ignacio Rocco, Mircea Cimpoi, ... (+4 more)
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cs.CV
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430 |
7 years ago |
| 326 |
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 |
| 327 |
Sequential Neural Models with Stochastic Layers
Marco Fraccaro, Søren Kaae Sønderby, ... (+2 more)
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stat.ML
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428 |
9 years ago |
| 328 |
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 |
| 329 |
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 |
| 330 |
Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift
Stephan Rabanser, Stephan Günnemann, Zachary C. Lipton
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stat.ML
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423 |
7 years ago |
| 331 |
End-to-End Differentiable Proving
Tim Rocktäschel, Sebastian Riedel
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cs.NE
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423 |
8 years ago |
| 332 |
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 |
| 333 |
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 |
| 334 |
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 |
| 335 |
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 |
9 years ago |
| 336 |
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 |
| 337 |
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 |
6 years ago |
| 338 |
Adversarial Training and Robustness for Multiple Perturbations
Florian Tramèr, Dan Boneh
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cs.LG
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413 |
6 years ago |
| 339 |
Randomized Prior Functions for Deep Reinforcement Learning
Ian Osband, John Aslanides, Albin Cassirer
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stat.ML
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413 |
7 years ago |
| 340 |
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 |
6 years ago |
| 341 |
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 |
| 342 |
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 |
| 343 |
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 |
5 years ago |
| 344 |
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 |
| 345 |
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 |
9 years ago |
| 346 |
Gradient Estimation Using Stochastic Computation Graphs
John Schulman, Nicolas Heess, ... (+2 more)
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cs.LG
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407 |
10 years ago |
| 347 |
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 |
| 348 |
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 |
| 349 |
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 |
9 years ago |
| 350 |
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 |