| 151 |
Learning to Explain: An Information-Theoretic Perspective on Model Interpretation
Jianbo Chen, Le Song, ... (+2 more)
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cs.LG
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8 years ago |
| 152 |
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes
Minghui Liao, Pengyuan Lyu, ... (+4 more)
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cs.CV
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6 years ago |
| 153 |
Data-Efficient Off-Policy Policy Evaluation for Reinforcement Learning
Philip S. Thomas, Emma Brunskill
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cs.LG
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615 |
10 years ago |
| 154 |
DepthTransfer: Depth Extraction from Video Using Non-parametric Sampling
Kevin Karsch, Ce Liu, Sing Bing Kang
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cs.CV
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610 |
6 years ago |
| 155 |
Diffusion Models for Adversarial Purification
Weili Nie, Brandon Guo, ... (+4 more)
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cs.LG
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609 |
4 years ago |
| 156 |
Asymmetric Tri-training for Unsupervised Domain Adaptation
Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada
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cs.CV
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606 |
9 years ago |
| 157 |
A Unified Theory of Decentralized SGD with Changing Topology and Local Updates
Anastasia Koloskova, Nicolas Loizou, ... (+3 more)
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cs.LG
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606 |
6 years ago |
| 158 |
MLPerf Inference Benchmark
Vijay Janapa Reddi, Christine Cheng, ... (+45 more)
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cs.LG
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604 |
6 years ago |
| 159 |
Label-Only Membership Inference Attacks
Christopher A. Choquette-Choo, Florian Tramer, ... (+2 more)
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cs.CR
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604 |
5 years ago |
| 160 |
Underwater Single Image Color Restoration Using Haze-Lines and a New Quantitative Dataset
Dana Berman, Deborah Levy, ... (+2 more)
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cs.CV
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601 |
7 years ago |
| 161 |
Automated Curriculum Learning for Neural Networks
Alex Graves, Marc G. Bellemare, ... (+3 more)
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cs.NE
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600 |
9 years ago |
| 162 |
Certified Data Removal from Machine Learning Models
Chuan Guo, Tom Goldstein, ... (+2 more)
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cs.LG
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597 |
6 years ago |
| 163 |
Risk-Constrained Reinforcement Learning with Percentile Risk Criteria
Yinlam Chow, Mohammad Ghavamzadeh, ... (+2 more)
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cs.AI
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596 |
10 years ago |
| 164 |
Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal Generation
Jordi Pont-Tuset, Pablo Arbelaez, ... (+3 more)
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cs.CV
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595 |
11 years ago |
| 165 |
Accelerating Eulerian Fluid Simulation With Convolutional Networks
Jonathan Tompson, Kristofer Schlachter, ... (+2 more)
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cs.CV
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591 |
9 years ago |
| 166 |
Beyond Data and Model Parallelism for Deep Neural Networks
Zhihao Jia, Matei Zaharia, Alex Aiken
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cs.DC
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587 |
7 years ago |
| 167 |
Towards End-to-End Prosody Transfer for Expressive Speech Synthesis with Tacotron
RJ Skerry-Ryan, Eric Battenberg, ... (+7 more)
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cs.CL
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585 |
8 years ago |
| 168 |
Visual Saliency Based on Scale-Space Analysis in the Frequency Domain
Jian Li, Martin Levine, ... (+3 more)
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cs.CV
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584 |
10 years ago |
| 169 |
STC: A Simple to Complex Framework for Weakly-supervised Semantic Segmentation
Yunchao Wei, Xiaodan Liang, ... (+6 more)
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cs.CV
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580 |
10 years ago |
| 170 |
Real-Time Adaptive Image Compression
Oren Rippel, Lubomir Bourdev
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stat.ML
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579 |
9 years ago |
| 171 |
Minimally distorted Adversarial Examples with a Fast Adaptive Boundary Attack
Francesco Croce, Matthias Hein
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cs.LG
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576 |
6 years ago |
| 172 |
Large Language Models Struggle to Learn Long-Tail Knowledge
Nikhil Kandpal, Haikang Deng, ... (+3 more)
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cs.CL
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574 |
3 years ago |
| 173 |
Data-free parameter pruning for Deep Neural Networks
Suraj Srinivas, R. Venkatesh Babu
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cs.CV
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571 |
10 years ago |
| 174 |
Decentralized Stochastic Optimization and Gossip Algorithms with Compressed Communication
Anastasia Koloskova, Sebastian U. Stich, Martin Jaggi
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cs.LG
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564 |
7 years ago |
| 175 |
Stochastic Video Generation with a Learned Prior
Remi Denton, Rob Fergus
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cs.CV
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562 |
8 years ago |
| 176 |
Position-aware Graph Neural Networks
Jiaxuan You, Rex Ying, Jure Leskovec
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cs.LG
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559 |
7 years ago |
| 177 |
Automatic Goal Generation for Reinforcement Learning Agents
Carlos Florensa, David Held, ... (+2 more)
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cs.LG
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556 |
9 years ago |
| 178 |
Counterfactual Visual Explanations
Yash Goyal, Ziyan Wu, ... (+4 more)
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cs.LG
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553 |
7 years ago |
| 179 |
Deep Decentralized Multi-task Multi-Agent Reinforcement Learning under Partial Observability
Shayegan Omidshafiei, Jason Pazis, ... (+3 more)
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cs.LG
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552 |
9 years ago |
| 180 |
Edinburgh Neural Machine Translation Systems for WMT 16
Rico Sennrich, Barry Haddow, Alexandra Birch
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cs.CL
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551 |
10 years ago |
| 181 |
Kernel Interpolation for Scalable Structured Gaussian Processes (KISS-GP)
Andrew Gordon Wilson, Hannes Nickisch
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cs.LG
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546 |
11 years ago |
| 182 |
Deep Learning for Wireless Physical Layer: Opportunities and Challenges
Tianqi Wang, Chao-Kai Wen, ... (+4 more)
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cs.IT
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546 |
8 years ago |
| 183 |
Learning Continuous Hierarchies in the Lorentz Model of Hyperbolic Geometry
Maximilian Nickel, Douwe Kiela
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cs.AI
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546 |
8 years ago |
| 184 |
Bit Fusion: Bit-Level Dynamically Composable Architecture for Accelerating Deep Neural Networks
Hardik Sharma, Jongse Park, ... (+6 more)
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cs.NE
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545 |
8 years ago |
| 185 |
Tensor2Tensor for Neural Machine Translation
Ashish Vaswani, Samy Bengio, ... (+11 more)
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cs.LG
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544 |
8 years ago |
| 186 |
Asynchronous Decentralized Parallel Stochastic Gradient Descent
Xiangru Lian, Wei Zhang, ... (+2 more)
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math.OC
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543 |
8 years ago |
| 187 |
Know-Evolve: Deep Temporal Reasoning for Dynamic Knowledge Graphs
Rakshit Trivedi, Hanjun Dai, ... (+2 more)
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cs.AI
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541 |
9 years ago |
| 188 |
Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations
Yiping Lu, Aoxiao Zhong, ... (+2 more)
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cs.CV
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541 |
8 years ago |
| 189 |
MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation
Xucong Zhang, Yusuke Sugano, ... (+2 more)
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cs.CV
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537 |
8 years ago |
| 190 |
Chameleon: A Hybrid Secure Computation Framework for Machine Learning Applications
M. Sadegh Riazi, Christian Weinert, ... (+4 more)
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cs.CR
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536 |
8 years ago |
| 191 |
Learning Deep Representations of Appearance and Motion for Anomalous Event Detection
Dan Xu, Elisa Ricci, ... (+3 more)
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cs.CV
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535 |
10 years ago |
| 192 |
Item2Vec: Neural Item Embedding for Collaborative Filtering
Oren Barkan, Noam Koenigstein
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cs.LG
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533 |
10 years ago |
| 193 |
Learning Two-Branch Neural Networks for Image-Text Matching Tasks
Liwei Wang, Yin Li, ... (+2 more)
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cs.CV
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531 |
9 years ago |
| 194 |
On Kernelized Multi-armed Bandits
Sayak Ray Chowdhury, Aditya Gopalan
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cs.LG
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526 |
9 years ago |
| 195 |
FVQA: Fact-based Visual Question Answering
Peng Wang, Qi Wu, ... (+3 more)
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cs.CV
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522 |
10 years ago |
| 196 |
Understanding and Improving Convolutional Neural Networks via Concatenated Rectified Linear Units
Wenling Shang, Kihyuk Sohn, ... (+2 more)
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cs.LG
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519 |
10 years ago |
| 197 |
What is the Effect of Importance Weighting in Deep Learning?
Jonathon Byrd, Zachary C. Lipton
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cs.LG
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517 |
7 years ago |
| 198 |
Efficiently Scaling Transformer Inference
Reiner Pope, Sholto Douglas, ... (+8 more)
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cs.LG
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516 |
3 years ago |
| 199 |
A Semantic Loss Function for Deep Learning with Symbolic Knowledge
Jingyi Xu, Zilu Zhang, ... (+3 more)
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cs.AI
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510 |
8 years ago |
| 200 |
SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning
Hanrui Wang, Zhekai Zhang, Song Han
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cs.AR
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503 |
5 years ago |