| 201 |
Data-free parameter pruning for Deep Neural Networks
Suraj Srinivas, R. Venkatesh Babu
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cs.CV
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571 |
11 years ago |
| 202 |
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 |
| 203 |
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 |
| 204 |
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 |
| 205 |
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 |
| 206 |
Counterfactual Visual Explanations
Yash Goyal, Ziyan Wu, ... (+4 more)
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cs.LG
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553 |
7 years ago |
| 207 |
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 |
| 208 |
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 |
| 209 |
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 |
| 210 |
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 |
| 211 |
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 |
| 212 |
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 |
| 213 |
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 |
| 214 |
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 |
| 215 |
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 |
| 216 |
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 |
| 217 |
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 |
| 218 |
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 |
| 219 |
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 |
| 220 |
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 |
| 221 |
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 |
| 222 |
On Kernelized Multi-armed Bandits
Sayak Ray Chowdhury, Aditya Gopalan
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cs.LG
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526 |
9 years ago |
| 223 |
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 |
| 224 |
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 |
| 225 |
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 |
| 226 |
Efficiently Scaling Transformer Inference
Reiner Pope, Sholto Douglas, ... (+8 more)
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cs.LG
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516 |
3 years ago |
| 227 |
A Review of Generalized Zero-Shot Learning Methods
Farhad Pourpanah, Moloud Abdar, ... (+6 more)
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📚
The Cartographer
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cs.CV
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513 |
5 years ago |
| 228 |
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 |
| 229 |
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 |
| 230 |
Survey on RGB, 3D, Thermal, and Multimodal Approaches for Facial Expression Recognition: History, Trends, and Affect-related Applications
Ciprian Corneanu, Marc Oliu, ... (+2 more)
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cs.CV
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502 |
10 years ago |
| 231 |
Nearly-tight VC-dimension and pseudodimension bounds for piecewise linear neural networks
Peter L. Bartlett, Nick Harvey, ... (+2 more)
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cs.LG
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499 |
9 years ago |
| 232 |
Essentially No Barriers in Neural Network Energy Landscape
Felix Draxler, Kambis Veschgini, ... (+2 more)
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stat.ML
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497 |
8 years ago |
| 233 |
Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates
Jun Liu, Amir Shahroudy, ... (+3 more)
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cs.CV
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493 |
9 years ago |
| 234 |
Modular Multitask Reinforcement Learning with Policy Sketches
Jacob Andreas, Dan Klein, Sergey Levine
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cs.LG
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492 |
9 years ago |
| 235 |
Homa: A Receiver-Driven Low-Latency Transport Protocol Using Network Priorities (Complete Version)
Behnam Montazeri, Yilong Li, ... (+2 more)
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cs.NI
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490 |
8 years ago |
| 236 |
The Evolved Transformer
David R. So, Chen Liang, Quoc V. Le
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cs.LG
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489 |
7 years ago |
| 237 |
Improving Question Answering by Commonsense-Based Pre-Training
Wanjun Zhong, Duyu Tang, ... (+4 more)
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cs.CL
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489 |
7 years ago |
| 238 |
Learning by Playing - Solving Sparse Reward Tasks from Scratch
Martin Riedmiller, Roland Hafner, ... (+7 more)
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cs.LG
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489 |
8 years ago |
| 239 |
Flow++: Improving Flow-Based Generative Models with Variational Dequantization and Architecture Design
Jonathan Ho, Xi Chen, ... (+3 more)
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🌅
Old Age
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cs.LG
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488 |
7 years ago |
| 240 |
Multiplicative Normalizing Flows for Variational Bayesian Neural Networks
Christos Louizos, Max Welling
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stat.ML
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486 |
9 years ago |
| 241 |
Learning Discrete Representations via Information Maximizing Self-Augmented Training
Weihua Hu, Takeru Miyato, ... (+3 more)
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stat.ML
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482 |
9 years ago |
| 242 |
Device Placement Optimization with Reinforcement Learning
Azalia Mirhoseini, Hieu Pham, ... (+8 more)
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cs.LG
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477 |
9 years ago |
| 243 |
DeepBach: a Steerable Model for Bach Chorales Generation
Gaëtan Hadjeres, François Pachet, Frank Nielsen
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cs.AI
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476 |
9 years ago |
| 244 |
Transductive Multi-view Zero-Shot Learning
Yanwei Fu, Timothy M. Hospedales, ... (+2 more)
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cs.CV
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476 |
11 years ago |
| 245 |
A Data-Driven Analysis of Workers' Earnings on Amazon Mechanical Turk
Kotaro Hara, Abi Adams, ... (+4 more)
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cs.CY
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475 |
8 years ago |
| 246 |
A System for Massively Parallel Hyperparameter Tuning
Liam Li, Kevin Jamieson, ... (+5 more)
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cs.LG
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473 |
7 years ago |
| 247 |
Time for a change: a tutorial for comparing multiple classifiers through Bayesian analysis
Alessio Benavoli, Giorgio Corani, ... (+2 more)
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The Cartographer
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stat.ML
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473 |
10 years ago |
| 248 |
Evaluating Real-time Anomaly Detection Algorithms - the Numenta Anomaly Benchmark
Alexander Lavin, Subutai Ahmad
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cs.AI
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473 |
10 years ago |
| 249 |
Scatter Component Analysis: A Unified Framework for Domain Adaptation and Domain Generalization
Muhammad Ghifary, David Balduzzi, ... (+2 more)
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cs.CV
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472 |
10 years ago |
| 250 |
Inductive Relation Prediction by Subgraph Reasoning
Komal K. Teru, Etienne Denis, William L. Hamilton
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cs.LG
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469 |
6 years ago |