| 151 |
Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies
Gati Aher, Rosa I. Arriaga, Adam Tauman Kalai
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cs.CL
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585 |
3 years ago |
| 152 |
Real-Time Adaptive Image Compression
Oren Rippel, Lubomir Bourdev
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stat.ML
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579 |
8 years ago |
| 153 |
Minimally distorted Adversarial Examples with a Fast Adaptive Boundary Attack
Francesco Croce, Matthias Hein
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cs.LG
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576 |
6 years ago |
| 154 |
Large Language Models Struggle to Learn Long-Tail Knowledge
Nikhil Kandpal, Haikang Deng, ... (+3 more)
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cs.CL
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574 |
3 years ago |
| 155 |
Decentralized Stochastic Optimization and Gossip Algorithms with Compressed Communication
Anastasia Koloskova, Sebastian U. Stich, Martin Jaggi
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cs.LG
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564 |
7 years ago |
| 156 |
Stochastic Video Generation with a Learned Prior
Remi Denton, Rob Fergus
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cs.CV
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562 |
8 years ago |
| 157 |
Position-aware Graph Neural Networks
Jiaxuan You, Rex Ying, Jure Leskovec
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cs.LG
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559 |
6 years ago |
| 158 |
Machine Theory of Mind
Neil C. Rabinowitz, Frank Perbet, ... (+4 more)
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cs.AI
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556 |
8 years ago |
| 159 |
Automatic Goal Generation for Reinforcement Learning Agents
Carlos Florensa, David Held, ... (+2 more)
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cs.LG
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556 |
8 years ago |
| 160 |
Counterfactual Visual Explanations
Yash Goyal, Ziyan Wu, ... (+4 more)
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cs.LG
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553 |
7 years ago |
| 161 |
Deep Decentralized Multi-task Multi-Agent Reinforcement Learning under Partial Observability
Shayegan Omidshafiei, Jason Pazis, ... (+3 more)
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cs.LG
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552 |
9 years ago |
| 162 |
Learning Continuous Hierarchies in the Lorentz Model of Hyperbolic Geometry
Maximilian Nickel, Douwe Kiela
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cs.AI
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546 |
7 years ago |
| 163 |
Kernel Interpolation for Scalable Structured Gaussian Processes (KISS-GP)
Andrew Gordon Wilson, Hannes Nickisch
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cs.LG
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546 |
11 years ago |
| 164 |
Asynchronous Decentralized Parallel Stochastic Gradient Descent
Xiangru Lian, Wei Zhang, ... (+2 more)
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math.OC
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543 |
8 years ago |
| 165 |
Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations
Yiping Lu, Aoxiao Zhong, ... (+2 more)
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cs.CV
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541 |
8 years ago |
| 166 |
Know-Evolve: Deep Temporal Reasoning for Dynamic Knowledge Graphs
Rakshit Trivedi, Hanjun Dai, ... (+2 more)
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cs.AI
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541 |
8 years ago |
| 167 |
On Kernelized Multi-armed Bandits
Sayak Ray Chowdhury, Aditya Gopalan
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👻
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cs.LG
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526 |
9 years ago |
| 168 |
AUTOVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss
Kaizhi Qian, Yang Zhang, ... (+3 more)
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eess.AS
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525 |
6 years ago |
| 169 |
Understanding and Improving Convolutional Neural Networks via Concatenated Rectified Linear Units
Wenling Shang, Kihyuk Sohn, ... (+2 more)
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cs.LG
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519 |
10 years ago |
| 170 |
What is the Effect of Importance Weighting in Deep Learning?
Jonathon Byrd, Zachary C. Lipton
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cs.LG
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517 |
7 years ago |
| 171 |
A Semantic Loss Function for Deep Learning with Symbolic Knowledge
Jingyi Xu, Zilu Zhang, ... (+3 more)
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cs.AI
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510 |
8 years ago |
| 172 |
Essentially No Barriers in Neural Network Energy Landscape
Felix Draxler, Kambis Veschgini, ... (+2 more)
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stat.ML
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497 |
8 years ago |
| 173 |
Hyperparameter optimization with approximate gradient
Fabian Pedregosa
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stat.ML
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496 |
10 years ago |
| 174 |
Modular Multitask Reinforcement Learning with Policy Sketches
Jacob Andreas, Dan Klein, Sergey Levine
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cs.LG
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492 |
9 years ago |
| 175 |
The Evolved Transformer
David R. So, Chen Liang, Quoc V. Le
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👻
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cs.LG
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489 |
7 years ago |
| 176 |
Learning by Playing - Solving Sparse Reward Tasks from Scratch
Martin Riedmiller, Roland Hafner, ... (+7 more)
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cs.LG
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489 |
8 years ago |
| 177 |
Flow++: Improving Flow-Based Generative Models with Variational Dequantization and Architecture Design
Jonathan Ho, Xi Chen, ... (+3 more)
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🌅
Old Age
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cs.LG
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488 |
7 years ago |
| 178 |
Multiplicative Normalizing Flows for Variational Bayesian Neural Networks
Christos Louizos, Max Welling
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stat.ML
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486 |
9 years ago |
| 179 |
Learning Discrete Representations via Information Maximizing Self-Augmented Training
Weihua Hu, Takeru Miyato, ... (+3 more)
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stat.ML
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482 |
9 years ago |
| 180 |
Device Placement Optimization with Reinforcement Learning
Azalia Mirhoseini, Hieu Pham, ... (+8 more)
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cs.LG
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477 |
8 years ago |
| 181 |
DeepBach: a Steerable Model for Bach Chorales Generation
Gaëtan Hadjeres, François Pachet, Frank Nielsen
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cs.AI
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476 |
9 years ago |
| 182 |
Evaluating Real-time Anomaly Detection Algorithms - the Numenta Anomaly Benchmark
Alexander Lavin, Subutai Ahmad
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cs.AI
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473 |
10 years ago |
| 183 |
Inductive Relation Prediction by Subgraph Reasoning
Komal K. Teru, Etienne Denis, William L. Hamilton
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👻
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cs.LG
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469 |
6 years ago |
| 184 |
TarMAC: Targeted Multi-Agent Communication
Abhishek Das, Théophile Gervet, ... (+5 more)
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cs.LG
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469 |
7 years ago |
| 185 |
DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation
Yuhang Lai, Chengxi Li, ... (+8 more)
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cs.SE
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468 |
3 years ago |
| 186 |
Auxiliary Deep Generative Models
Lars Maaløe, Casper Kaae Sønderby, ... (+2 more)
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stat.ML
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463 |
10 years ago |
| 187 |
No Spurious Local Minima in Nonconvex Low Rank Problems: A Unified Geometric Analysis
Rong Ge, Chi Jin, Yi Zheng
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👻
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cs.LG
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458 |
9 years ago |
| 188 |
Competitive caching with machine learned advice
Thodoris Lykouris, Sergei Vassilvitskii
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👻
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cs.DS
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457 |
8 years ago |
| 189 |
HDLTex: Hierarchical Deep Learning for Text Classification
Kamran Kowsari, Donald E. Brown, ... (+4 more)
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cs.LG
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456 |
8 years ago |
| 190 |
Max-value Entropy Search for Efficient Bayesian Optimization
Zi Wang, Stefanie Jegelka
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stat.ML
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454 |
9 years ago |
| 191 |
Deep Structured Energy Based Models for Anomaly Detection
Shuangfei Zhai, Yu Cheng, ... (+2 more)
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cs.LG
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453 |
9 years ago |
| 192 |
Gauge Equivariant Convolutional Networks and the Icosahedral CNN
Taco S. Cohen, Maurice Weiler, ... (+2 more)
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cs.LG
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448 |
7 years ago |
| 193 |
Optimizing the Latent Space of Generative Networks
Piotr Bojanowski, Armand Joulin, ... (+2 more)
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stat.ML
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448 |
8 years ago |
| 194 |
Contextual Decision Processes with Low Bellman Rank are PAC-Learnable
Nan Jiang, Akshay Krishnamurthy, ... (+3 more)
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cs.LG
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445 |
9 years ago |
| 195 |
Environment Inference for Invariant Learning
Elliot Creager, Jörn-Henrik Jacobsen, Richard Zemel
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cs.LG
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444 |
5 years ago |
| 196 |
Stabilizing Transformers for Reinforcement Learning
Emilio Parisotto, H. Francis Song, ... (+11 more)
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cs.LG
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441 |
6 years ago |
| 197 |
The Shattered Gradients Problem: If resnets are the answer, then what is the question?
David Balduzzi, Marcus Frean, ... (+4 more)
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cs.NE
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440 |
9 years ago |
| 198 |
Video Pixel Networks
Nal Kalchbrenner, Aaron van den Oord, ... (+5 more)
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cs.CV
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440 |
9 years ago |
| 199 |
DARLA: Improving Zero-Shot Transfer in Reinforcement Learning
Irina Higgins, Arka Pal, ... (+7 more)
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stat.ML
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439 |
8 years ago |
| 200 |
Is feature selection secure against training data poisoning?
Huang Xiao, Battista Biggio, ... (+4 more)
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cs.LG
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437 |
8 years ago |