| 401 |
Loss is its own Reward: Self-Supervision for Reinforcement Learning
Evan Shelhamer, Parsa Mahmoudieh, ... (+2 more)
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9 years ago |
| 402 |
The Early Phase of Neural Network Training
Jonathan Frankle, David J. Schwab, Ari S. Morcos
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cs.LG
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194 |
6 years ago |
| 403 |
Identifying and Controlling Important Neurons in Neural Machine Translation
Anthony Bau, Yonatan Belinkov, ... (+4 more)
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cs.CL
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193 |
7 years ago |
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Robust Anomaly Detection and Backdoor Attack Detection Via Differential Privacy
Min Du, Ruoxi Jia, Dawn Song
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cs.LG
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193 |
6 years ago |
| 405 |
Polar Transformer Networks
Carlos Esteves, Christine Allen-Blanchette, ... (+2 more)
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cs.CV
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192 |
8 years ago |
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Neural Execution of Graph Algorithms
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stat.ML
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191 |
6 years ago |
| 407 |
The Variational Gaussian Process
Dustin Tran, Rajesh Ranganath, David M. Blei
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stat.ML
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190 |
10 years ago |
| 408 |
Generative Code Modeling with Graphs
Marc Brockschmidt, Miltiadis Allamanis, ... (+2 more)
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cs.LG
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190 |
8 years ago |
| 409 |
Multi-class Classification without Multi-class Labels
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cs.LG
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190 |
7 years ago |
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Convolutional Conditional Neural Processes
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stat.ML
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190 |
6 years ago |
| 411 |
Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models
Huaixiu Steven Zheng, Swaroop Mishra, ... (+5 more)
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cs.LG
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2 years ago |
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Towards Understanding Regularization in Batch Normalization
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cs.LG
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189 |
7 years ago |
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Unsupervised Control Through Non-Parametric Discriminative Rewards
David Warde-Farley, Tom Van de Wiele, ... (+4 more)
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cs.LG
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189 |
7 years ago |
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The power of deeper networks for expressing natural functions
David Rolnick, Max Tegmark
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cs.LG
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188 |
9 years ago |
| 415 |
MACER: Attack-free and Scalable Robust Training via Maximizing Certified Radius
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cs.LG
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188 |
6 years ago |
| 416 |
A Mean Field Theory of Batch Normalization
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cs.NE
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186 |
7 years ago |
| 417 |
Language model compression with weighted low-rank factorization
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cs.LG
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186 |
4 years ago |
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FusionNet: Fusing via Fully-Aware Attention with Application to Machine Comprehension
Hsin-Yuan Huang, Chenguang Zhu, ... (+2 more)
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cs.CL
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185 |
8 years ago |
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OPAL: Offline Primitive Discovery for Accelerating Offline Reinforcement Learning
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cs.LG
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185 |
5 years ago |
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CEM-RL: Combining evolutionary and gradient-based methods for policy search
Aloïs Pourchot, Olivier Sigaud
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cs.LG
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183 |
7 years ago |
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Large Associative Memory Problem in Neurobiology and Machine Learning
Dmitry Krotov, John Hopfield
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q-bio.NC
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183 |
5 years ago |
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Neural Language Modeling by Jointly Learning Syntax and Lexicon
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cs.CL
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182 |
8 years ago |
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Multi-level Residual Networks from Dynamical Systems View
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stat.ML
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181 |
8 years ago |
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Neural probabilistic motor primitives for humanoid control
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cs.LG
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179 |
7 years ago |
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Few-shot Text Classification with Distributional Signatures
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cs.CL
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179 |
6 years ago |
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Out-of-Distribution Detection and Selective Generation for Conditional Language Models
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179 |
3 years ago |
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N2N Learning: Network to Network Compression via Policy Gradient Reinforcement Learning
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cs.LG
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177 |
8 years ago |
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A Mutual Information Maximization Perspective of Language Representation Learning
Lingpeng Kong, Cyprien de Masson d'Autume, ... (+4 more)
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cs.CL
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177 |
6 years ago |
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Boundary-Seeking Generative Adversarial Networks
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stat.ML
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9 years ago |
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SparkNet: Training Deep Networks in Spark
Philipp Moritz, Robert Nishihara, ... (+2 more)
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stat.ML
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175 |
10 years ago |
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Ask the Right Questions: Active Question Reformulation with Reinforcement Learning
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cs.CL
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175 |
9 years ago |
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Residual Connections Encourage Iterative Inference
Stanisław Jastrzębski, Devansh Arpit, ... (+4 more)
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cs.CV
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8 years ago |
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Neural-Guided Deductive Search for Real-Time Program Synthesis from Examples
Ashwin Kalyan, Abhishek Mohta, ... (+4 more)
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cs.AI
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175 |
8 years ago |
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Overlearning Reveals Sensitive Attributes
Congzheng Song, Vitaly Shmatikov
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cs.LG
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174 |
7 years ago |
| 435 |
G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model
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cs.CL
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174 |
2 years ago |
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Characterizing Audio Adversarial Examples Using Temporal Dependency
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cs.LG
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173 |
7 years ago |
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Linear Mode Connectivity in Multitask and Continual Learning
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cs.LG
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5 years ago |
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(Certified!!) Adversarial Robustness for Free!
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cs.LG
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4 years ago |
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What Algorithms can Transformers Learn? A Study in Length Generalization
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2 years ago |
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Minimal-Entropy Correlation Alignment for Unsupervised Deep Domain Adaptation
Pietro Morerio, Jacopo Cavazza, Vittorio Murino
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cs.CV
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172 |
8 years ago |
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Fast Task Inference with Variational Intrinsic Successor Features
Steven Hansen, Will Dabney, ... (+4 more)
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Deep Neural Network Fingerprinting by Conferrable Adversarial Examples
Nils Lukas, Yuxuan Zhang, Florian Kerschbaum
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cs.LG
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172 |
6 years ago |
| 443 |
Excessive Invariance Causes Adversarial Vulnerability
Jörn-Henrik Jacobsen, Jens Behrmann, ... (+2 more)
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cs.LG
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7 years ago |
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Multi-step Retriever-Reader Interaction for Scalable Open-domain Question Answering
Rajarshi Das, Shehzaad Dhuliawala, ... (+2 more)
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cs.CL
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What are the Statistical Limits of Offline RL with Linear Function Approximation?
Ruosong Wang, Dean P. Foster, Sham M. Kakade
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cs.LG
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171 |
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| 446 |
Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning
Amrith Setlur, Chirag Nagpal, ... (+7 more)
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1 year ago |
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Learning From Noisy Singly-labeled Data
Ashish Khetan, Zachary C. Lipton, Anima Anandkumar
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cs.LG
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8 years ago |
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Structured Adversarial Attack: Towards General Implementation and Better Interpretability
Kaidi Xu, Sijia Liu, ... (+7 more)
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Emergent Communication through Negotiation
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cs.AI
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8 years ago |
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Global-to-local Memory Pointer Networks for Task-Oriented Dialogue
Chien-Sheng Wu, Richard Socher, Caiming Xiong
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cs.CL
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169 |
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