| 151 |
Is Q-learning Provably Efficient?
Chi Jin, Zeyuan Allen-Zhu, ... (+2 more)
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cs.LG
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882 |
7 years ago |
| 152 |
SLAYER: Spike Layer Error Reassignment in Time
Sumit Bam Shrestha, Garrick Orchard
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cs.NE
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875 |
7 years ago |
| 153 |
Pose Guided Person Image Generation
Liqian Ma, Xu Jia, ... (+4 more)
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cs.CV
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873 |
9 years ago |
| 154 |
Loss Surfaces, Mode Connectivity, and Fast Ensembling of DNNs
Timur Garipov, Pavel Izmailov, ... (+3 more)
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stat.ML
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868 |
8 years ago |
| 155 |
Train longer, generalize better: closing the generalization gap in large batch training of neural networks
Elad Hoffer, Itay Hubara, Daniel Soudry
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stat.ML
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853 |
9 years ago |
| 156 |
Efficient Neural Network Robustness Certification with General Activation Functions
Huan Zhang, Tsui-Wei Weng, ... (+3 more)
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cs.LG
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852 |
7 years ago |
| 157 |
Adversarially Robust Generalization Requires More Data
Ludwig Schmidt, Shibani Santurkar, ... (+3 more)
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cs.LG
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847 |
8 years ago |
| 158 |
Sparsified SGD with Memory
Sebastian U. Stich, Jean-Baptiste Cordonnier, Martin Jaggi
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👻
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cs.LG
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845 |
7 years ago |
| 159 |
Causal Effect Inference with Deep Latent-Variable Models
Christos Louizos, Uri Shalit, ... (+4 more)
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stat.ML
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839 |
9 years ago |
| 160 |
Certified Defenses for Data Poisoning Attacks
Jacob Steinhardt, Pang Wei Koh, Percy Liang
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👻
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cs.LG
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837 |
8 years ago |
| 161 |
#Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning
Haoran Tang, Rein Houthooft, ... (+7 more)
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cs.AI
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835 |
9 years ago |
| 162 |
Diffusion Improves Graph Learning
Johannes Gasteiger, Stefan Weißenberger, Stephan Günnemann
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👻
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cs.SI
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832 |
6 years ago |
| 163 |
Variational Autoencoder for Deep Learning of Images, Labels and Captions
Yunchen Pu, Zhe Gan, ... (+5 more)
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stat.ML
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821 |
9 years ago |
| 164 |
Learning and Generalization in Overparameterized Neural Networks, Going Beyond Two Layers
Zeyuan Allen-Zhu, Yuanzhi Li, Yingyu Liang
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👻
Ghosted
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cs.LG
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820 |
7 years ago |
| 165 |
Learning to Segment Object Candidates
Pedro O. Pinheiro, Ronan Collobert, Piotr Dollar
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👻
Ghosted
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cs.CV
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814 |
10 years ago |
| 166 |
Style Transfer from Non-Parallel Text by Cross-Alignment
Tianxiao Shen, Tao Lei, ... (+2 more)
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cs.CL
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811 |
9 years ago |
| 167 |
On the Global Convergence of Gradient Descent for Over-parameterized Models using Optimal Transport
Lenaic Chizat, Francis Bach
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Ghosted
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math.OC
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805 |
8 years ago |
| 168 |
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes
Douwe Kiela, Hamed Firooz, ... (+5 more)
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cs.AI
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795 |
6 years ago |
| 169 |
Domain Generalization via Model-Agnostic Learning of Semantic Features
Qi Dou, Daniel C. Castro, ... (+2 more)
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cs.CV
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790 |
6 years ago |
| 170 |
A Benchmark for Interpretability Methods in Deep Neural Networks
Sara Hooker, Dumitru Erhan, ... (+2 more)
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cs.LG
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787 |
7 years ago |
| 171 |
Hyperbolic Graph Convolutional Neural Networks
Ines Chami, Rex Ying, ... (+2 more)
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cs.LG
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784 |
6 years ago |
| 172 |
Collecting Telemetry Data Privately
Bolin Ding, Janardhan Kulkarni, Sergey Yekhanin
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👻
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cs.CR
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771 |
8 years ago |
| 173 |
MMD GAN: Towards Deeper Understanding of Moment Matching Network
Chun-Liang Li, Wei-Cheng Chang, ... (+3 more)
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cs.LG
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766 |
9 years ago |
| 174 |
Working hard to know your neighbor's margins: Local descriptor learning loss
Anastasiya Mishchuk, Dmytro Mishkin, ... (+2 more)
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cs.CV
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764 |
9 years ago |
| 175 |
Cross Attention Network for Few-shot Classification
Ruibing Hou, Hong Chang, ... (+3 more)
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cs.CV
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760 |
6 years ago |
| 176 |
Data Programming: Creating Large Training Sets, Quickly
Alexander Ratner, Christopher De Sa, ... (+3 more)
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stat.ML
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756 |
10 years ago |
| 177 |
Attack of the Tails: Yes, You Really Can Backdoor Federated Learning
Hongyi Wang, Kartik Sreenivasan, ... (+6 more)
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cs.LG
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753 |
5 years ago |
| 178 |
Exploring Models and Data for Image Question Answering
Mengye Ren, Ryan Kiros, Richard Zemel
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👻
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cs.LG
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752 |
11 years ago |
| 179 |
Semantic Segmentation using Adversarial Networks
Pauline Luc, Camille Couprie, ... (+2 more)
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cs.CV
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747 |
9 years ago |
| 180 |
Spatiotemporal Residual Networks for Video Action Recognition
Christoph Feichtenhofer, Axel Pinz, Richard P. Wildes
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👻
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cs.CV
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741 |
9 years ago |
| 181 |
Hard Negative Mixing for Contrastive Learning
Yannis Kalantidis, Mert Bulent Sariyildiz, ... (+3 more)
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cs.CV
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728 |
5 years ago |
| 182 |
Probabilistic Model-Agnostic Meta-Learning
Chelsea Finn, Kelvin Xu, Sergey Levine
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👻
Ghosted
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cs.LG
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727 |
7 years ago |
| 183 |
e-SNLI: Natural Language Inference with Natural Language Explanations
Oana-Maria Camburu, Tim Rocktäschel, ... (+2 more)
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cs.CL
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726 |
7 years ago |
| 184 |
One-Shot Imitation Learning
Yan Duan, Marcin Andrychowicz, ... (+6 more)
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cs.AI
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724 |
9 years ago |
| 185 |
Synthesizing the preferred inputs for neurons in neural networks via deep generator networks
Anh Nguyen, Alexey Dosovitskiy, ... (+3 more)
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cs.NE
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720 |
10 years ago |
| 186 |
Overcoming Catastrophic Forgetting by Incremental Moment Matching
Sang-Woo Lee, Jin-Hwa Kim, ... (+3 more)
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cs.LG
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716 |
9 years ago |
| 187 |
Cooperative Inverse Reinforcement Learning
Dylan Hadfield-Menell, Anca Dragan, ... (+2 more)
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cs.AI
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715 |
9 years ago |
| 188 |
Understanding Batch Normalization
Johan Bjorck, Carla Gomes, ... (+2 more)
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cs.LG
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714 |
7 years ago |
| 189 |
Parameterized Explainer for Graph Neural Network
Dongsheng Luo, Wei Cheng, ... (+5 more)
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cs.LG
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711 |
5 years ago |
| 190 |
A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning
Marc Lanctot, Vinicius Zambaldi, ... (+6 more)
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cs.AI
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704 |
8 years ago |
| 191 |
Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks
Jie Hu, Li Shen, ... (+3 more)
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cs.CV
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679 |
7 years ago |
| 192 |
Action Recognition using Visual Attention
Shikhar Sharma, Ryan Kiros, Ruslan Salakhutdinov
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👻
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cs.LG
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678 |
10 years ago |
| 193 |
Value Iteration Networks
Aviv Tamar, Yi Wu, ... (+3 more)
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cs.AI
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678 |
10 years ago |
| 194 |
Convergence Analysis of Two-layer Neural Networks with ReLU Activation
Yuanzhi Li, Yang Yuan
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👻
Ghosted
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cs.LG
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676 |
9 years ago |
| 195 |
Towards Accurate Binary Convolutional Neural Network
Xiaofan Lin, Cong Zhao, Wei Pan
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👻
Ghosted
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cs.LG
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674 |
8 years ago |
| 196 |
Object Goal Navigation using Goal-Oriented Semantic Exploration
Devendra Singh Chaplot, Dhiraj Gandhi, ... (+2 more)
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cs.CV
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662 |
5 years ago |
| 197 |
Safe and Efficient Off-Policy Reinforcement Learning
Rémi Munos, Tom Stepleton, ... (+2 more)
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cs.LG
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659 |
9 years ago |
| 198 |
Generalisation in humans and deep neural networks
Robert Geirhos, Carlos R. Medina Temme, ... (+4 more)
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cs.CV
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658 |
7 years ago |
| 199 |
Selective Classification for Deep Neural Networks
Yonatan Geifman, Ran El-Yaniv
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👻
Ghosted
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cs.LG
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656 |
9 years ago |
| 200 |
A Probabilistic U-Net for Segmentation of Ambiguous Images
Simon A. A. Kohl, Bernardino Romera-Paredes, ... (+7 more)
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cs.CV
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656 |
7 years ago |