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Universal Correspondence Network
Christopher B. Choy, JunYoung Gwak, ... (+2 more)
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10 years ago |
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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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7 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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9 years ago |
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Learning Disentangled Representations with Semi-Supervised Deep Generative Models
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9 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 |
| 256 |
Meta-Reinforcement Learning of Structured Exploration Strategies
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8 years ago |
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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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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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7 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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11 years ago |
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Data Poisoning Attacks on Factorization-Based Collaborative Filtering
Bo Li, Yining Wang, ... (+2 more)
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cs.LG
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10 years ago |
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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 |
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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 |
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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 |
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Critic Regularized Regression
Ziyu Wang, Alexander Novikov, ... (+9 more)
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cs.LG
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368 |
6 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 |
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Improving Online Algorithms via ML Predictions
Ravi Kumar, Manish Purohit, Zoya Svitkina
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cs.DS
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366 |
2 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 |
9 years ago |
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Neural Lyapunov Control
Ya-Chien Chang, Nima Roohi, Sicun Gao
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cs.LG
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365 |
6 years ago |
| 269 |
Learning Deep Embeddings with Histogram Loss
Evgeniya Ustinova, Victor Lempitsky
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cs.CV
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361 |
9 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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8 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 |
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Variational Denoising Network: Toward Blind Noise Modeling and Removal
Zongsheng Yue, Hongwei Yong, ... (+3 more)
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7 years ago |
| 273 |
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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3 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 |
7 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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Sample-Efficient Reinforcement Learning with Stochastic Ensemble Value Expansion
Jacob Buckman, Danijar Hafner, ... (+3 more)
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8 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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6 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 |
8 years ago |
| 279 |
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 |
| 280 |
Adversarial Ranking for Language Generation
Kevin Lin, Dianqi Li, ... (+3 more)
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cs.CL
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348 |
9 years ago |
| 281 |
A General Theory of Equivariant CNNs on Homogeneous Spaces
Taco Cohen, Mario Geiger, Maurice Weiler
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cs.LG
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348 |
7 years ago |
| 282 |
Value Prediction Network
Junhyuk Oh, Satinder Singh, Honglak Lee
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cs.AI
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346 |
9 years ago |
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Dendritic cortical microcircuits approximate the backpropagation algorithm
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7 years ago |
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Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation
Seunghoon Hong, Hyeonwoo Noh, Bohyung Han
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cs.CV
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344 |
11 years ago |
| 285 |
Constructing Unrestricted Adversarial Examples with Generative Models
Yang Song, Rui Shu, ... (+2 more)
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343 |
8 years ago |
| 286 |
HAWQ-V2: Hessian Aware trace-Weighted Quantization of Neural Networks
Zhen Dong, Zhewei Yao, ... (+5 more)
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cs.CV
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340 |
6 years ago |
| 287 |
Large Language Models as Commonsense Knowledge for Large-Scale Task Planning
Zirui Zhao, Wee Sun Lee, David Hsu
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cs.RO
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340 |
3 years ago |
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Learning with Symmetric Label Noise: The Importance of Being Unhinged
Brendan van Rooyen, Aditya Krishna Menon, Robert C. Williamson
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339 |
11 years ago |
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Dual Discriminator Generative Adversarial Nets
Tu Dinh Nguyen, Trung Le, ... (+2 more)
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Generative Probabilistic Novelty Detection with Adversarial Autoencoders
Stanislav Pidhorskyi, Ranya Almohsen, ... (+2 more)
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8 years ago |
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Addressing Failure Prediction by Learning Model Confidence
Charles Corbière, Nicolas Thome, ... (+3 more)
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cs.CV
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337 |
6 years ago |
| 292 |
The Bayesian Case Model: A Generative Approach for Case-Based Reasoning and Prototype Classification
Been Kim, Cynthia Rudin, Julie Shah
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stat.ML
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336 |
11 years ago |
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Search on the Replay Buffer: Bridging Planning and Reinforcement Learning
Benjamin Eysenbach, Ruslan Salakhutdinov, Sergey Levine
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cs.AI
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334 |
7 years ago |
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Learning Active Learning from Data
Ksenia Konyushkova, Raphael Sznitman, Pascal Fua
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333 |
9 years ago |
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Supermasks in Superposition
Mitchell Wortsman, Vivek Ramanujan, ... (+5 more)
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332 |
6 years ago |
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Variational Mixture-of-Experts Autoencoders for Multi-Modal Deep Generative Models
Yuge Shi, N. Siddharth, ... (+2 more)
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stat.ML
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6 years ago |
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Self-supervised Learning of Motion Capture
Hsiao-Yu Fish Tung, Hsiao-Wei Tung, ... (+2 more)
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cs.CV
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330 |
8 years ago |
| 298 |
Image Inpainting via Generative Multi-column Convolutional Neural Networks
Yi Wang, Xin Tao, ... (+3 more)
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cs.CV
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330 |
7 years ago |
| 299 |
Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian Processes
Ahmed M. Alaa, Mihaela van der Schaar
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cs.LG
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328 |
9 years ago |
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Episodic Memory in Lifelong Language Learning
Cyprien de Masson d'Autume, Sebastian Ruder, ... (+2 more)
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327 |
7 years ago |