| 1 |
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Chelsea Finn, Pieter Abbeel, Sergey Levine
|
🌅
Old Age
|
cs.LG
|
13.8K |
9 years ago |
| 2 |
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor
Tuomas Haarnoja, Aurick Zhou, ... (+2 more)
|
🌅
Old Age
|
cs.LG
|
10.4K |
8 years ago |
| 3 |
Learning to Discover Cross-Domain Relations with Generative Adversarial Networks
Taeksoo Kim, Moonsu Cha, ... (+3 more)
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🌅
Old Age
|
cs.CV
|
2.1K |
9 years ago |
| 4 |
Benchmarking Deep Reinforcement Learning for Continuous Control
Yan Duan, Xi Chen, ... (+3 more)
|
🌅
Old Age
|
cs.LG
|
1.8K |
9 years ago |
| 5 |
MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks on Corrupted Labels
Lu Jiang, Zhengyuan Zhou, ... (+3 more)
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🌅
Old Age
|
cs.CV
|
1.6K |
8 years ago |
| 6 |
signSGD: Compressed Optimisation for Non-Convex Problems
Jeremy Bernstein, Yu-Xiang Wang, ... (+2 more)
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🌅
Old Age
|
cs.LG
|
1.2K |
8 years ago |
| 7 |
Toward Controlled Generation of Text
Zhiting Hu, Zichao Yang, ... (+3 more)
|
🌅
Old Age
|
cs.LG
|
1.0K |
9 years ago |
| 8 |
Flow++: Improving Flow-Based Generative Models with Variational Dequantization and Architecture Design
Jonathan Ho, Xi Chen, ... (+3 more)
|
🌅
Old Age
|
cs.LG
|
488 |
7 years ago |
| 9 |
Self-Supervised Exploration via Disagreement
Deepak Pathak, Dhiraj Gandhi, Abhinav Gupta
|
🌅
Old Age
|
cs.LG
|
429 |
6 years ago |
| 10 |
Decoupling Representation Learning from Reinforcement Learning
Adam Stooke, Kimin Lee, ... (+2 more)
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🌅
Old Age
|
cs.LG
|
384 |
5 years ago |
| 11 |
PixelSNAIL: An Improved Autoregressive Generative Model
Xi Chen, Nikhil Mishra, ... (+2 more)
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🌅
Old Age
|
cs.LG
|
300 |
8 years ago |
| 12 |
Efficient softmax approximation for GPUs
Edouard Grave, Armand Joulin, ... (+3 more)
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🌅
Old Age
|
cs.CL
|
290 |
9 years ago |
| 13 |
Randomized Smoothing of All Shapes and Sizes
Greg Yang, Tony Duan, ... (+4 more)
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🌅
Old Age
|
cs.LG
|
228 |
6 years ago |
| 14 |
Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples
Gail Weiss, Yoav Goldberg, Eran Yahav
|
🌅
Old Age
|
cs.LG
|
205 |
8 years ago |
| 15 |
Latent Space Policies for Hierarchical Reinforcement Learning
Tuomas Haarnoja, Kristian Hartikainen, ... (+2 more)
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🌅
Old Age
|
cs.LG
|
203 |
7 years ago |
| 16 |
Model-Based Active Exploration
Pranav Shyam, Wojciech Jaśkowski, Faustino Gomez
|
🌅
Old Age
|
cs.LG
|
192 |
7 years ago |
| 17 |
CURIOUS: Intrinsically Motivated Modular Multi-Goal Reinforcement Learning
Cédric Colas, Pierre Fournier, ... (+3 more)
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🌅
Old Age
|
cs.AI
|
182 |
7 years ago |
| 18 |
meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting
Xu Sun, Xuancheng Ren, ... (+2 more)
|
🌅
Old Age
|
cs.LG
|
167 |
8 years ago |
| 19 |
Parsimonious Black-Box Adversarial Attacks via Efficient Combinatorial Optimization
Seungyong Moon, Gaon An, Hyun Oh Song
|
🌅
Old Age
|
cs.LG
|
149 |
6 years ago |
| 20 |
When Explanations Lie: Why Many Modified BP Attributions Fail
Leon Sixt, Maximilian Granz, Tim Landgraf
|
🌅
Old Age
|
cs.LG
|
145 |
6 years ago |
| 21 |
SDE-Net: Equipping Deep Neural Networks with Uncertainty Estimates
Lingkai Kong, Jimeng Sun, Chao Zhang
|
🌅
Old Age
|
cs.LG
|
128 |
5 years ago |
| 22 |
Deep $k$-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions
Junru Wu, Yue Wang, ... (+4 more)
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🌅
Old Age
|
cs.LG
|
121 |
7 years ago |
| 23 |
Deciding How to Decide: Dynamic Routing in Artificial Neural Networks
Mason McGill, Pietro Perona
|
🌅
Old Age
|
stat.ML
|
107 |
9 years ago |
| 24 |
DiCE: The Infinitely Differentiable Monte-Carlo Estimator
Jakob Foerster, Gregory Farquhar, ... (+4 more)
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🌅
Old Age
|
cs.LG
|
104 |
8 years ago |
| 25 |
Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search
Youhei Akimoto, Shinichi Shirakawa, ... (+4 more)
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🌅
Old Age
|
cs.LG
|
92 |
6 years ago |
| 26 |
Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search
Masanori Suganuma, Mete Ozay, Takayuki Okatani
|
🌅
Old Age
|
cs.NE
|
91 |
8 years ago |
| 27 |
Differentiable Product Quantization for End-to-End Embedding Compression
Ting Chen, Lala Li, Yizhou Sun
|
🌅
Old Age
|
cs.LG
|
77 |
6 years ago |
| 28 |
Learning Visual Reasoning Without Strong Priors
Ethan Perez, Harm de Vries, ... (+3 more)
|
🌅
Old Age
|
cs.CV
|
63 |
8 years ago |
| 29 |
Flow Models for Arbitrary Conditional Likelihoods
Yang Li, Shoaib Akbar, Junier B. Oliva
|
🌅
Old Age
|
cs.LG
|
42 |
6 years ago |
| 30 |
Clipped Action Policy Gradient
Yasuhiro Fujita, Shin-ichi Maeda
|
🌅
Old Age
|
cs.LG
|
40 |
8 years ago |
| 31 |
MaskedFusion: Mask-based 6D Object Pose Estimation
Nuno Pereira, Luís A. Alexandre
|
🌅
Old Age
|
cs.CV
|
34 |
6 years ago |
| 32 |
Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies
Shengpu Tang, Aditya Modi, ... (+2 more)
|
🌅
Old Age
|
cs.LG
|
31 |
5 years ago |
| 33 |
StrassenNets: Deep Learning with a Multiplication Budget
Michael Tschannen, Aran Khanna, Anima Anandkumar
|
🌅
Old Age
|
cs.LG
|
30 |
8 years ago |
| 34 |
Can Deep Reinforcement Learning Solve Erdos-Selfridge-Spencer Games?
Maithra Raghu, Alex Irpan, ... (+4 more)
|
🌅
Old Age
|
cs.AI
|
29 |
8 years ago |
| 35 |
LoGANv2: Conditional Style-Based Logo Generation with Generative Adversarial Networks
Cedric Oeldorf, Gerasimos Spanakis
|
🌅
Old Age
|
cs.LG
|
26 |
6 years ago |
| 36 |
Fast Adaptation via Policy-Dynamics Value Functions
Roberta Raileanu, Max Goldstein, ... (+2 more)
|
🌅
Old Age
|
cs.LG
|
21 |
5 years ago |
| 37 |
S2SD: Simultaneous Similarity-based Self-Distillation for Deep Metric Learning
Karsten Roth, Timo Milbich, ... (+3 more)
|
🌅
Old Age
|
cs.CV
|
16 |
5 years ago |
| 38 |
Multigrid Neural Memory
Tri Huynh, Michael Maire, Matthew R. Walter
|
🌅
Old Age
|
cs.LG
|
10 |
6 years ago |
| 39 |
Neurally-Guided Structure Inference
Sidi Lu, Jiayuan Mao, ... (+2 more)
|
🌅
Old Age
|
cs.LG
|
7 |
6 years ago |
| 40 |
Variable Skipping for Autoregressive Range Density Estimation
Eric Liang, Zongheng Yang, ... (+4 more)
|
🌅
Old Age
|
cs.LG
|
4 |
5 years ago |
| 41 |
Stochastic Weight Matrix-based Regularization Methods for Deep Neural Networks
Patrik Reizinger, Bálint Gyires-Tóth
|
🌅
Old Age
|
cs.LG
|
2 |
6 years ago |
| 42 |
On the Expressivity of Neural Networks for Deep Reinforcement Learning
Kefan Dong, Yuping Luo, Tengyu Ma
|
🌅
Old Age
|
cs.LG
|
0 |
6 years ago |