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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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6 years ago |
| 102 |
Label-Embedding for Image Classification
Zeynep Akata, Florent Perronnin, ... (+2 more)
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cs.CV
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11 years ago |
| 103 |
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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11 years ago |
| 104 |
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 |
| 105 |
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 |
| 106 |
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 |
| 107 |
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 |
| 108 |
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 |
| 109 |
Learning Representations for Counterfactual Inference
Fredrik D. Johansson, Uri Shalit, David Sontag
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stat.ML
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795 |
10 years ago |
| 110 |
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 |
| 111 |
Advances in Variational Inference
Cheng Zhang, Judith Butepage, ... (+2 more)
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cs.LG
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783 |
8 years ago |
| 112 |
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 |
| 113 |
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 |
| 114 |
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 |
| 115 |
Automatic Differentiation Variational Inference
Alp Kucukelbir, Dustin Tran, ... (+3 more)
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stat.ML
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773 |
10 years ago |
| 116 |
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 |
| 117 |
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 |
| 118 |
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 |
| 119 |
The many Shapley values for model explanation
Mukund Sundararajan, Amir Najmi
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cs.AI
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762 |
6 years ago |
| 120 |
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 |
| 121 |
Efficient Off-Policy Meta-Reinforcement Learning via Probabilistic Context Variables
Kate Rakelly, Aurick Zhou, ... (+3 more)
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cs.LG
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759 |
7 years ago |
| 122 |
Drug discovery with explainable artificial intelligence
José Jiménez-Luna, Francesca Grisoni, Gisbert Schneider
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cs.AI
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750 |
5 years ago |
| 123 |
Discriminative Embeddings of Latent Variable Models for Structured Data
Hanjun Dai, Bo Dai, Le Song
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cs.LG
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748 |
10 years ago |
| 124 |
Learning Scheduling Algorithms for Data Processing Clusters
Hongzi Mao, Malte Schwarzkopf, ... (+3 more)
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cs.LG
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743 |
7 years ago |
| 125 |
Towards Fast Computation of Certified Robustness for ReLU Networks
Tsui-Wei Weng, Huan Zhang, ... (+6 more)
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stat.ML
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735 |
8 years ago |
| 126 |
SIFT Meets CNN: A Decade Survey of Instance Retrieval
Liang Zheng, Yi Yang, Qi Tian
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cs.CV
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734 |
9 years ago |
| 127 |
Quantifying Generalization in Reinforcement Learning
Karl Cobbe, Oleg Klimov, ... (+3 more)
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cs.LG
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733 |
7 years ago |
| 128 |
Gaussian Processes for Data-Efficient Learning in Robotics and Control
Marc Peter Deisenroth, Dieter Fox, Carl Edward Rasmussen
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stat.ML
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726 |
11 years ago |
| 129 |
Linear Mode Connectivity and the Lottery Ticket Hypothesis
Jonathan Frankle, Gintare Karolina Dziugaite, ... (+2 more)
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cs.LG
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721 |
6 years ago |
| 130 |
Generalization and Equilibrium in Generative Adversarial Nets (GANs)
Sanjeev Arora, Rong Ge, ... (+3 more)
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cs.LG
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713 |
9 years ago |
| 131 |
Corona: System Implications of Emerging Nanophotonic Technology
Dana Vantrease, Robert Schreiber, ... (+8 more)
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cs.AR
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710 |
2 years ago |
| 132 |
SARAH: A Novel Method for Machine Learning Problems Using Stochastic Recursive Gradient
Lam M. Nguyen, Jie Liu, ... (+2 more)
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stat.ML
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685 |
9 years ago |
| 133 |
'It's Reducing a Human Being to a Percentage'; Perceptions of Justice in Algorithmic Decisions
Reuben Binns, Max Van Kleek, ... (+4 more)
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cs.HC
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685 |
8 years ago |
| 134 |
Invertible Residual Networks
Jens Behrmann, Will Grathwohl, ... (+3 more)
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cs.LG
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685 |
7 years ago |
| 135 |
Doubly Robust Off-policy Value Evaluation for Reinforcement Learning
Nan Jiang, Lihong Li
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cs.LG
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682 |
10 years ago |
| 136 |
Stochastic Gradient Descent as Approximate Bayesian Inference
Stephan Mandt, Matthew D. Hoffman, David M. Blei
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stat.ML
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679 |
9 years ago |
| 137 |
Simple Black-box Adversarial Attacks
Chuan Guo, Jacob R. Gardner, ... (+3 more)
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cs.LG
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676 |
7 years ago |
| 138 |
Count-Based Exploration with Neural Density Models
Georg Ostrovski, Marc G. Bellemare, ... (+2 more)
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cs.AI
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668 |
9 years ago |
| 139 |
Generating Multi-label Discrete Patient Records using Generative Adversarial Networks
Edward Choi, Siddharth Biswal, ... (+4 more)
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cs.LG
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665 |
9 years ago |
| 140 |
Mean Field Multi-Agent Reinforcement Learning
Yaodong Yang, Rui Luo, ... (+4 more)
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cs.MA
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660 |
8 years ago |
| 141 |
Neural Variational Inference for Text Processing
Yishu Miao, Lei Yu, Phil Blunsom
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cs.CL
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659 |
10 years ago |
| 142 |
Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents
Kaiqing Zhang, Zhuoran Yang, ... (+3 more)
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cs.LG
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654 |
8 years ago |
| 143 |
Leveraging Procedural Generation to Benchmark Reinforcement Learning
Karl Cobbe, Christopher Hesse, ... (+2 more)
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cs.LG
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654 |
6 years ago |
| 144 |
Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning
Jakob Foerster, Nantas Nardelli, ... (+5 more)
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cs.AI
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650 |
9 years ago |
| 145 |
Deep Voice: Real-time Neural Text-to-Speech
Sercan O. Arik, Mike Chrzanowski, ... (+10 more)
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cs.CL
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647 |
9 years ago |
| 146 |
A Novel Performance Evaluation Methodology for Single-Target Trackers
Matej Kristan, Jiri Matas, ... (+7 more)
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cs.CV
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646 |
11 years ago |
| 147 |
Finding The Greedy, Prodigal, and Suicidal Contracts at Scale
Ivica Nikolic, Aashish Kolluri, ... (+3 more)
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cs.CR
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645 |
8 years ago |
| 148 |
Graph networks as learnable physics engines for inference and control
Alvaro Sanchez-Gonzalez, Nicolas Heess, ... (+5 more)
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cs.LG
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642 |
8 years ago |
| 149 |
Adversarial Risk and the Dangers of Evaluating Against Weak Attacks
Jonathan Uesato, Brendan O'Donoghue, ... (+2 more)
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cs.LG
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640 |
8 years ago |
| 150 |
Stochastic Variance Reduction for Nonconvex Optimization
Sashank J. Reddi, Ahmed Hefny, ... (+3 more)
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math.OC
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10 years ago |