| 201 |
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 |
| 202 |
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 |
| 203 |
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 |
| 204 |
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 |
8 years ago |
| 205 |
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 |
| 206 |
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 |
| 207 |
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 |
| 208 |
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 |
| 209 |
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 |
| 210 |
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 |
| 211 |
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 |
| 212 |
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 |
| 213 |
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 |
| 214 |
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 |
| 215 |
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 |
| 216 |
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 |
| 217 |
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 |
| 218 |
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 |
| 219 |
TarMAC: Targeted Multi-Agent Communication
Abhishek Das, Théophile Gervet, ... (+5 more)
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cs.LG
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469 |
7 years ago |
| 220 |
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 |
| 221 |
Beyond Sharing Weights for Deep Domain Adaptation
Artem Rozantsev, Mathieu Salzmann, Pascal Fua
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cs.CV
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466 |
10 years ago |
| 222 |
Auxiliary Deep Generative Models
Lars Maaløe, Casper Kaae Sønderby, ... (+2 more)
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stat.ML
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463 |
10 years ago |
| 223 |
Fairness and Accountability Design Needs for Algorithmic Support in High-Stakes Public Sector Decision-Making
Michael Veale, Max Van Kleek, Reuben Binns
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cs.CY
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459 |
8 years ago |
| 224 |
No Spurious Local Minima in Nonconvex Low Rank Problems: A Unified Geometric Analysis
Rong Ge, Chi Jin, Yi Zheng
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cs.LG
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458 |
9 years ago |
| 225 |
Measuring the Effects of Data Parallelism on Neural Network Training
Christopher J. Shallue, Jaehoon Lee, ... (+4 more)
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cs.LG
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458 |
7 years ago |
| 226 |
Competitive caching with machine learned advice
Thodoris Lykouris, Sergei Vassilvitskii
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cs.DS
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457 |
8 years ago |
| 227 |
Max-value Entropy Search for Efficient Bayesian Optimization
Zi Wang, Stefanie Jegelka
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stat.ML
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454 |
9 years ago |
| 228 |
Deep Structured Energy Based Models for Anomaly Detection
Shuangfei Zhai, Yu Cheng, ... (+2 more)
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cs.LG
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453 |
10 years ago |
| 229 |
DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation
Guotai Wang, Maria A. Zuluaga, ... (+9 more)
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cs.CV
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453 |
8 years ago |
| 230 |
Noise-Adaptive Compiler Mappings for Noisy Intermediate-Scale Quantum Computers
Prakash Murali, Jonathan M. Baker, ... (+3 more)
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quant-ph
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450 |
7 years ago |
| 231 |
Optimizing the Latent Space of Generative Networks
Piotr Bojanowski, Armand Joulin, ... (+2 more)
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stat.ML
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448 |
8 years ago |
| 232 |
Gauge Equivariant Convolutional Networks and the Icosahedral CNN
Taco S. Cohen, Maurice Weiler, ... (+2 more)
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cs.LG
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448 |
7 years ago |
| 233 |
Contextual Decision Processes with Low Bellman Rank are PAC-Learnable
Nan Jiang, Akshay Krishnamurthy, ... (+3 more)
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cs.LG
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445 |
9 years ago |
| 234 |
Environment Inference for Invariant Learning
Elliot Creager, Jörn-Henrik Jacobsen, Richard Zemel
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cs.LG
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444 |
5 years ago |
| 235 |
Weakly Supervised Object Localization with Multi-fold Multiple Instance Learning
Ramazan Gokberk Cinbis, Jakob Verbeek, Cordelia Schmid
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cs.CV
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440 |
11 years ago |
| 236 |
Video Pixel Networks
Nal Kalchbrenner, Aaron van den Oord, ... (+5 more)
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cs.CV
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440 |
9 years ago |
| 237 |
The Shattered Gradients Problem: If resnets are the answer, then what is the question?
David Balduzzi, Marcus Frean, ... (+4 more)
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cs.NE
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440 |
9 years ago |
| 238 |
Semi-Supervised Semantic Segmentation with High- and Low-level Consistency
Sudhanshu Mittal, Maxim Tatarchenko, Thomas Brox
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cs.CV
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440 |
6 years ago |
| 239 |
Generative OpenMax for Multi-Class Open Set Classification
ZongYuan Ge, Sergey Demyanov, ... (+2 more)
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cs.CV
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439 |
8 years ago |
| 240 |
DARLA: Improving Zero-Shot Transfer in Reinforcement Learning
Irina Higgins, Arka Pal, ... (+7 more)
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stat.ML
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439 |
8 years ago |
| 241 |
Information Dropout: Learning Optimal Representations Through Noisy Computation
Alessandro Achille, Stefano Soatto
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stat.ML
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438 |
9 years ago |
| 242 |
Human-Centered Tools for Coping with Imperfect Algorithms during Medical Decision-Making
Carrie J. Cai, Emily Reif, ... (+9 more)
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cs.HC
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438 |
7 years ago |
| 243 |
Understanding How Dimension Reduction Tools Work: An Empirical Approach to Deciphering t-SNE, UMAP, TriMAP, and PaCMAP for Data Visualization
Yingfan Wang, Haiyang Huang, ... (+2 more)
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cs.LG
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438 |
5 years ago |
| 244 |
Is feature selection secure against training data poisoning?
Huang Xiao, Battista Biggio, ... (+4 more)
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cs.LG
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437 |
8 years ago |
| 245 |
To tune or not to tune the number of trees in random forest?
Philipp Probst, Anne-Laure Boulesteix
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stat.ML
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435 |
9 years ago |
| 246 |
What Makes a Good Conversation? Challenges in Designing Truly Conversational Agents
Leigh Clark, Nadia Pantidi, ... (+9 more)
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cs.HC
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435 |
7 years ago |
| 247 |
Recurrent Highway Networks
Julian Georg Zilly, Rupesh Kumar Srivastava, ... (+2 more)
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cs.LG
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431 |
9 years ago |
| 248 |
DALEX: explainers for complex predictive models
Przemyslaw Biecek
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👻
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stat.ML
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431 |
8 years ago |
| 249 |
White-box vs Black-box: Bayes Optimal Strategies for Membership Inference
Alexandre Sablayrolles, Matthijs Douze, ... (+3 more)
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stat.ML
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430 |
6 years ago |
| 250 |
Should we really use post-hoc tests based on mean-ranks?
Alessio Benavoli, Giorgio Corani, Francesca Mangili
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cs.LG
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429 |
11 years ago |