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Tensorizing Neural Networks
Alexander Novikov, Dmitry Podoprikhin, ... (+2 more)
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cs.LG
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952 |
10 years ago |
| 152 |
Safe Model-based Reinforcement Learning with Stability Guarantees
Felix Berkenkamp, Matteo Turchetta, ... (+2 more)
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stat.ML
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947 |
8 years ago |
| 153 |
Deep Convolutional Inverse Graphics Network
Tejas D. Kulkarni, Will Whitney, ... (+2 more)
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cs.CV
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11 years ago |
| 154 |
Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model
Xingjian Shi, Zhihan Gao, ... (+5 more)
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cs.CV
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938 |
8 years ago |
| 155 |
Learned in Translation: Contextualized Word Vectors
Bryan McCann, James Bradbury, ... (+2 more)
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cs.CL
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934 |
8 years ago |
| 156 |
Data-Efficient Hierarchical Reinforcement Learning
Ofir Nachum, Shixiang Gu, ... (+2 more)
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cs.LG
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933 |
7 years ago |
| 157 |
A Simple Baseline for Bayesian Uncertainty in Deep Learning
Wesley Maddox, Timur Garipov, ... (+3 more)
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cs.LG
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932 |
7 years ago |
| 158 |
On Lazy Training in Differentiable Programming
Lenaic Chizat, Edouard Oyallon, Francis Bach
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math.OC
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930 |
7 years ago |
| 159 |
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis
Ye Jia, Yu Zhang, ... (+9 more)
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cs.CL
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925 |
7 years ago |
| 160 |
On Adaptive Attacks to Adversarial Example Defenses
Florian Tramer, Nicholas Carlini, ... (+2 more)
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cs.LG
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919 |
6 years ago |
| 161 |
Spectral Signatures in Backdoor Attacks
Brandon Tran, Jerry Li, Aleksander Madry
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cs.LG
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905 |
7 years ago |
| 162 |
Action-Conditional Video Prediction using Deep Networks in Atari Games
Junhyuk Oh, Xiaoxiao Guo, ... (+3 more)
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cs.LG
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888 |
10 years ago |
| 163 |
Embed to Control: A Locally Linear Latent Dynamics Model for Control from Raw Images
Manuel Watter, Jost Tobias Springenberg, ... (+2 more)
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cs.LG
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887 |
10 years ago |
| 164 |
Dual Learning for Machine Translation
Yingce Xia, Di He, ... (+5 more)
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cs.CL
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885 |
9 years ago |
| 165 |
Dual Path Networks
Yunpeng Chen, Jianan Li, ... (+4 more)
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🌅
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cs.CV
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884 |
8 years ago |
| 166 |
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 |
| 167 |
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 |
| 168 |
Pose Guided Person Image Generation
Liqian Ma, Xu Jia, ... (+4 more)
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cs.CV
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873 |
8 years ago |
| 169 |
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 |
| 170 |
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 |
8 years ago |
| 171 |
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 |
| 172 |
Adversarially Robust Generalization Requires More Data
Ludwig Schmidt, Shibani Santurkar, ... (+3 more)
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cs.LG
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847 |
7 years ago |
| 173 |
Sparsified SGD with Memory
Sebastian U. Stich, Jean-Baptiste Cordonnier, Martin Jaggi
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cs.LG
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845 |
7 years ago |
| 174 |
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 |
8 years ago |
| 175 |
Certified Defenses for Data Poisoning Attacks
Jacob Steinhardt, Pang Wei Koh, Percy Liang
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cs.LG
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837 |
8 years ago |
| 176 |
#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 |
| 177 |
Diffusion Improves Graph Learning
Johannes Gasteiger, Stefan Weißenberger, Stephan Günnemann
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cs.SI
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832 |
6 years ago |
| 178 |
Lookahead Optimizer: k steps forward, 1 step back
Michael R. Zhang, James Lucas, ... (+2 more)
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🌅
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cs.LG
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825 |
6 years ago |
| 179 |
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 |
| 180 |
Learning and Generalization in Overparameterized Neural Networks, Going Beyond Two Layers
Zeyuan Allen-Zhu, Yuanzhi Li, Yingyu Liang
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cs.LG
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820 |
7 years ago |
| 181 |
Learning to Segment Object Candidates
Pedro O. Pinheiro, Ronan Collobert, Piotr Dollar
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cs.CV
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814 |
10 years ago |
| 182 |
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 |
8 years ago |
| 183 |
On the Global Convergence of Gradient Descent for Over-parameterized Models using Optimal Transport
Lenaic Chizat, Francis Bach
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math.OC
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805 |
7 years ago |
| 184 |
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 |
5 years ago |
| 185 |
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 |
| 186 |
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 |
| 187 |
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 |
| 188 |
Collecting Telemetry Data Privately
Bolin Ding, Janardhan Kulkarni, Sergey Yekhanin
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cs.CR
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771 |
8 years ago |
| 189 |
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 |
8 years ago |
| 190 |
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 |
8 years ago |
| 191 |
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 |
| 192 |
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 |
9 years ago |
| 193 |
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 |
| 194 |
Exploring Models and Data for Image Question Answering
Mengye Ren, Ryan Kiros, Richard Zemel
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cs.LG
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752 |
10 years ago |
| 195 |
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 |
| 196 |
Spatiotemporal Residual Networks for Video Action Recognition
Christoph Feichtenhofer, Axel Pinz, Richard P. Wildes
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cs.CV
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741 |
9 years ago |
| 197 |
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 |
| 198 |
Probabilistic Model-Agnostic Meta-Learning
Chelsea Finn, Kelvin Xu, Sergey Levine
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cs.LG
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727 |
7 years ago |
| 199 |
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 |
| 200 |
One-Shot Imitation Learning
Yan Duan, Marcin Andrychowicz, ... (+6 more)
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cs.AI
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724 |
9 years ago |