| 351 |
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 |
| 352 |
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning
Hung Le, Yue Wang, ... (+3 more)
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cs.LG
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400 |
3 years ago |
| 353 |
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 |
2 years ago |
| 354 |
Beyond Parity: Fairness Objectives for Collaborative Filtering
Sirui Yao, Bert Huang
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cs.IR
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398 |
8 years ago |
| 355 |
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 |
| 356 |
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 |
| 357 |
The Second Conversational Intelligence Challenge (ConvAI2)
Emily Dinan, Varvara Logacheva, ... (+15 more)
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cs.AI
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391 |
7 years ago |
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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 |
| 359 |
Adaptive Gradient-Based Meta-Learning Methods
Mikhail Khodak, Maria-Florina Balcan, Ameet Talwalkar
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cs.LG
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385 |
6 years ago |
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Spectral Representations for Convolutional Neural Networks
Oren Rippel, Jasper Snoek, Ryan P. Adams
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stat.ML
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385 |
10 years ago |
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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 |
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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 |
6 years ago |
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Levenshtein Transformer
Jiatao Gu, Changhan Wang, Jake Zhao
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cs.CL
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380 |
6 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 |
7 years ago |
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Transformer Memory as a Differentiable Search Index
Yi Tay, Vinh Q. Tran, ... (+11 more)
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cs.CL
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380 |
4 years ago |
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Universal Correspondence Network
Christopher B. Choy, JunYoung Gwak, ... (+2 more)
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cs.CV
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379 |
9 years ago |
| 367 |
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 |
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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 |
8 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 |
8 years ago |
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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 |
| 371 |
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 |
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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 |
| 373 |
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 |
6 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 |
| 376 |
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 |
| 377 |
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 |
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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 |
10 years ago |
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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 |
| 380 |
Critic Regularized Regression
Ziyu Wang, Alexander Novikov, ... (+9 more)
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cs.LG
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368 |
5 years ago |
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Learning Disentangled Representations for Recommendation
Jianxin Ma, Chang Zhou, ... (+3 more)
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cs.LG
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368 |
6 years ago |
| 382 |
Improving Online Algorithms via ML Predictions
Ravi Kumar, Manish Purohit, Zoya Svitkina
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cs.DS
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366 |
1 year ago |
| 383 |
Neural Lyapunov Control
Ya-Chien Chang, Nima Roohi, Sicun Gao
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cs.LG
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365 |
5 years ago |
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Neural Nearest Neighbors Networks
Tobias Plötz, Stefan Roth
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cs.CV
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365 |
7 years ago |
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Gradient descent GAN optimization is locally stable
Vaishnavh Nagarajan, J. Zico Kolter
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cs.LG
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365 |
8 years ago |
| 386 |
Distribution Matching for Crowd Counting
Boyu Wang, Huidong Liu, ... (+2 more)
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cs.CV
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363 |
5 years ago |
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Learning to Compose Domain-Specific Transformations for Data Augmentation
Alexander J. Ratner, Henry R. Ehrenberg, ... (+3 more)
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stat.ML
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361 |
8 years ago |
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Learning Deep Embeddings with Histogram Loss
Evgeniya Ustinova, Victor Lempitsky
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cs.CV
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361 |
9 years ago |
| 389 |
Variational Denoising Network: Toward Blind Noise Modeling and Removal
Zongsheng Yue, Hongwei Yong, ... (+3 more)
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cs.CV
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6 years ago |
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Meta-Learning Representations for Continual Learning
Khurram Javed, Martha White
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cs.LG
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360 |
6 years ago |
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Generalization Properties of Learning with Random Features
Alessandro Rudi, Lorenzo Rosasco
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stat.ML
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360 |
10 years ago |
| 392 |
EmbodiedGPT: Vision-Language Pre-Training via Embodied Chain of Thought
Yao Mu, Qinglong Zhang, ... (+8 more)
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cs.RO
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2 years ago |
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DualDICE: Behavior-Agnostic Estimation of Discounted Stationary Distribution Corrections
Ofir Nachum, Yinlam Chow, ... (+2 more)
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cs.LG
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359 |
6 years ago |
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Toward Deeper Understanding of Neural Networks: The Power of Initialization and a Dual View on Expressivity
Amit Daniely, Roy Frostig, Yoram Singer
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cs.LG
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357 |
10 years ago |
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Compacting, Picking and Growing for Unforgetting Continual Learning
Steven C. Y. Hung, Cheng-Hao Tu, ... (+4 more)
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cs.LG
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6 years ago |
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Sample-Efficient Reinforcement Learning with Stochastic Ensemble Value Expansion
Jacob Buckman, Danijar Hafner, ... (+3 more)
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cs.LG
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7 years ago |
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FD-GAN: Pose-guided Feature Distilling GAN for Robust Person Re-identification
Yixiao Ge, Zhuowan Li, ... (+5 more)
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cs.CV
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354 |
7 years ago |
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Meta-Gradient Reinforcement Learning
Zhongwen Xu, Hado van Hasselt, David Silver
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cs.LG
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353 |
7 years ago |
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PlanBench: An Extensible Benchmark for Evaluating Large Language Models on Planning and Reasoning about Change
Karthik Valmeekam, Matthew Marquez, ... (+3 more)
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cs.CL
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351 |
3 years ago |
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Reducing Network Agnostophobia
Akshay Raj Dhamija, Manuel Günther, Terrance E. Boult
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cs.CV
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349 |
7 years ago |