| 151 |
The Hidden Vulnerability of Distributed Learning in Byzantium
El Mahdi El Mhamdi, Rachid Guerraoui, Sébastien Rouault
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stat.ML
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940 |
8 years ago |
| 152 |
Recent Advances in Open Set Recognition: A Survey
Chuanxing Geng, Sheng-jun Huang, Songcan Chen
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cs.LG
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929 |
7 years ago |
| 153 |
MADE: Masked Autoencoder for Distribution Estimation
Mathieu Germain, Karol Gregor, ... (+2 more)
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cs.LG
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925 |
11 years ago |
| 154 |
Improving fairness in machine learning systems: What do industry practitioners need?
Kenneth Holstein, Jennifer Wortman Vaughan, ... (+3 more)
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cs.HC
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919 |
7 years ago |
| 155 |
Temporal Segment Networks for Action Recognition in Videos
Limin Wang, Yuanjun Xiong, ... (+5 more)
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cs.CV
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918 |
8 years ago |
| 156 |
How to Escape Saddle Points Efficiently
Chi Jin, Rong Ge, ... (+3 more)
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cs.LG
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907 |
9 years ago |
| 157 |
Show and Tell: Lessons learned from the 2015 MSCOCO Image Captioning Challenge
Oriol Vinyals, Alexander Toshev, ... (+2 more)
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cs.CV
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904 |
9 years ago |
| 158 |
Generative Moment Matching Networks
Yujia Li, Kevin Swersky, Richard Zemel
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cs.LG
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899 |
11 years ago |
| 159 |
Actor-Attention-Critic for Multi-Agent Reinforcement Learning
Shariq Iqbal, Fei Sha
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cs.LG
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896 |
7 years ago |
| 160 |
Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis
Yuxuan Wang, Daisy Stanton, ... (+8 more)
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cs.CL
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893 |
8 years ago |
| 161 |
Parallel WaveNet: Fast High-Fidelity Speech Synthesis
Aaron van den Oord, Yazhe Li, ... (+20 more)
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cs.LG
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893 |
8 years ago |
| 162 |
Compressed Sensing using Generative Models
Ashish Bora, Ajil Jalal, ... (+2 more)
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stat.ML
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893 |
9 years ago |
| 163 |
What do different evaluation metrics tell us about saliency models?
Zoya Bylinskii, Tilke Judd, ... (+3 more)
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cs.CV
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889 |
10 years ago |
| 164 |
Gated Feedback Recurrent Neural Networks
Junyoung Chung, Caglar Gulcehre, ... (+2 more)
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cs.NE
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884 |
11 years ago |
| 165 |
DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models
Cheng Lu, Yuhao Zhou, ... (+4 more)
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cs.LG
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873 |
3 years ago |
| 166 |
Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness
Michael Kearns, Seth Neel, ... (+2 more)
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cs.LG
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866 |
8 years ago |
| 167 |
Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid Networks
Wei-Sheng Lai, Jia-Bin Huang, ... (+2 more)
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cs.CV
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865 |
8 years ago |
| 168 |
A Theoretical Analysis of Contrastive Unsupervised Representation Learning
Sanjeev Arora, Hrishikesh Khandeparkar, ... (+3 more)
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cs.LG
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859 |
7 years ago |
| 169 |
On the Expressive Power of Deep Neural Networks
Maithra Raghu, Ben Poole, ... (+3 more)
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stat.ML
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859 |
9 years ago |
| 170 |
Parseval Networks: Improving Robustness to Adversarial Examples
Moustapha Cisse, Piotr Bojanowski, ... (+3 more)
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stat.ML
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857 |
8 years ago |
| 171 |
Adversarial Attack on Graph Structured Data
Hanjun Dai, Hui Li, ... (+5 more)
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cs.LG
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854 |
7 years ago |
| 172 |
Online Tracking by Learning Discriminative Saliency Map with Convolutional Neural Network
Seunghoon Hong, Tackgeun You, ... (+2 more)
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cs.CV
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849 |
11 years ago |
| 173 |
Sharp Minima Can Generalize For Deep Nets
Laurent Dinh, Razvan Pascanu, ... (+2 more)
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cs.LG
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848 |
9 years ago |
| 174 |
Unitary Evolution Recurrent Neural Networks
Martin Arjovsky, Amar Shah, Yoshua Bengio
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cs.LG
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847 |
10 years ago |
| 175 |
Fixed Point Quantization of Deep Convolutional Networks
Darryl D. Lin, Sachin S. Talathi, V. Sreekanth Annapureddy
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cs.LG
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847 |
10 years ago |
| 176 |
Minimax Regret Bounds for Reinforcement Learning
Mohammad Gheshlaghi Azar, Ian Osband, Rémi Munos
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stat.ML
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843 |
9 years ago |
| 177 |
Temporal Pattern Attention for Multivariate Time Series Forecasting
Shun-Yao Shih, Fan-Keng Sun, Hung-yi Lee
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cs.LG
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841 |
7 years ago |
| 178 |
Gliding vertex on the horizontal bounding box for multi-oriented object detection
Yongchao Xu, Mingtao Fu, ... (+5 more)
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cs.CV
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839 |
6 years ago |
| 179 |
One-Shot Learning for Semantic Segmentation
Amirreza Shaban, Shray Bansal, ... (+3 more)
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🌅
Old Age
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cs.CV
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838 |
8 years ago |
| 180 |
Label-Embedding for Image Classification
Zeynep Akata, Florent Perronnin, ... (+2 more)
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cs.CV
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838 |
11 years ago |
| 181 |
Questioning the AI: Informing Design Practices for Explainable AI User Experiences
Q. Vera Liao, Daniel Gruen, Sarah Miller
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cs.HC
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835 |
6 years ago |
| 182 |
Accelerating Very Deep Convolutional Networks for Classification and Detection
Xiangyu Zhang, Jianhua Zou, ... (+2 more)
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cs.CV
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835 |
10 years ago |
| 183 |
PDE-Net: Learning PDEs from Data
Zichao Long, Yiping Lu, ... (+2 more)
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math.NA
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832 |
8 years ago |
| 184 |
Deep Audio-Visual Speech Recognition
Triantafyllos Afouras, Joon Son Chung, ... (+3 more)
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cs.CV
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831 |
7 years ago |
| 185 |
Residual Dense Network for Image Restoration
Yulun Zhang, Yapeng Tian, ... (+3 more)
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cs.CV
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820 |
7 years ago |
| 186 |
Meta-Learning: A Survey
Joaquin Vanschoren
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cs.LG
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817 |
7 years ago |
| 187 |
Transfer Learning in Deep Reinforcement Learning: A Survey
Zhuangdi Zhu, Kaixiang Lin, ... (+2 more)
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cs.LG
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815 |
5 years ago |
| 188 |
From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification
André F. T. Martins, Ramón Fernandez Astudillo
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cs.CL
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813 |
10 years ago |
| 189 |
Learning Representations for Counterfactual Inference
Fredrik D. Johansson, Uri Shalit, David Sontag
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stat.ML
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795 |
9 years ago |
| 190 |
Underspecification Presents Challenges for Credibility in Modern Machine Learning
Alexander D'Amour, Katherine Heller, ... (+38 more)
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cs.LG
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788 |
5 years ago |
| 191 |
Manipulating and Measuring Model Interpretability
Forough Poursabzi-Sangdeh, Daniel G. Goldstein, ... (+3 more)
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cs.AI
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783 |
8 years ago |
| 192 |
Advances in Variational Inference
Cheng Zhang, Judith Butepage, ... (+2 more)
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cs.LG
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783 |
8 years ago |
| 193 |
Recommendations as Treatments: Debiasing Learning and Evaluation
Tobias Schnabel, Adith Swaminathan, ... (+3 more)
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cs.LG
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779 |
10 years ago |
| 194 |
Explainability in Graph Neural Networks: A Taxonomic Survey
Hao Yuan, Haiyang Yu, ... (+2 more)
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cs.LG
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778 |
5 years ago |
| 195 |
Automatic Differentiation Variational Inference
Alp Kucukelbir, Dustin Tran, ... (+3 more)
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stat.ML
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773 |
10 years ago |
| 196 |
Does the Whole Exceed its Parts? The Effect of AI Explanations on Complementary Team Performance
Gagan Bansal, Tongshuang Wu, ... (+6 more)
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cs.AI
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767 |
5 years ago |
| 197 |
Dynamic Memory Networks for Visual and Textual Question Answering
Caiming Xiong, Stephen Merity, Richard Socher
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cs.NE
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765 |
10 years ago |
| 198 |
What makes for effective detection proposals?
Jan Hosang, Rodrigo Benenson, ... (+2 more)
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cs.CV
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765 |
11 years ago |
| 199 |
The many Shapley values for model explanation
Mukund Sundararajan, Amir Najmi
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👻
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cs.AI
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762 |
6 years ago |
| 200 |
Input Convex Neural Networks
Brandon Amos, Lei Xu, J. Zico Kolter
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cs.LG
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761 |
9 years ago |