| 1 |
In-Datacenter Performance Analysis of a Tensor Processing Unit
Norman P. Jouppi, Cliff Young, ... (+73 more)
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cs.AR
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5.1K |
9 years ago |
| 2 |
Variational Inference with Normalizing Flows
Danilo Jimenez Rezende, Shakir Mohamed
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stat.ML
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4.7K |
11 years ago |
| 3 |
End-to-End Training of Deep Visuomotor Policies
Sergey Levine, Chelsea Finn, ... (+2 more)
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cs.LG
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3.7K |
11 years ago |
| 4 |
Conditional Image Synthesis With Auxiliary Classifier GANs
Augustus Odena, Christopher Olah, Jonathon Shlens
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stat.ML
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3.4K |
9 years ago |
| 5 |
Understanding Black-box Predictions via Influence Functions
Pang Wei Koh, Percy Liang
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stat.ML
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3.4K |
9 years ago |
| 6 |
Generative Adversarial Text to Image Synthesis
Scott Reed, Zeynep Akata, ... (+4 more)
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cs.NE
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3.4K |
10 years ago |
| 7 |
A Call for Clarity in Reporting BLEU Scores
Matt Post
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cs.CL
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3.3K |
8 years ago |
| 8 |
CyCADA: Cycle-Consistent Adversarial Domain Adaptation
Judy Hoffman, Eric Tzeng, ... (+6 more)
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cs.CV
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3.2K |
8 years ago |
| 9 |
Towards Federated Learning at Scale: System Design
Keith Bonawitz, Hubert Eichner, ... (+12 more)
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cs.LG
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3.0K |
7 years ago |
| 10 |
Direct Sparse Odometry
Jakob Engel, Vladlen Koltun, Daniel Cremers
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cs.CV
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2.8K |
9 years ago |
| 11 |
Deep Transfer Learning with Joint Adaptation Networks
Mingsheng Long, Han Zhu, ... (+2 more)
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cs.LG
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2.7K |
10 years ago |
| 12 |
Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization
Lisha Li, Kevin Jamieson, ... (+3 more)
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cs.LG
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2.6K |
10 years ago |
| 13 |
EIE: Efficient Inference Engine on Compressed Deep Neural Network
Song Han, Xingyu Liu, ... (+5 more)
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cs.CV
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2.6K |
10 years ago |
| 14 |
Revisiting Semi-Supervised Learning with Graph Embeddings
Zhilin Yang, William W. Cohen, Ruslan Salakhutdinov
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cs.LG
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2.4K |
10 years ago |
| 15 |
Representation Learning on Graphs with Jumping Knowledge Networks
Keyulu Xu, Chengtao Li, ... (+4 more)
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cs.LG
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2.3K |
8 years ago |
| 16 |
Learning Convolutional Neural Networks for Graphs
Mathias Niepert, Mohamed Ahmed, Konstantin Kutzkov
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cs.LG
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2.3K |
10 years ago |
| 17 |
Group Equivariant Convolutional Networks
Taco S. Cohen, Max Welling
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cs.LG
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2.2K |
10 years ago |
| 18 |
Autoencoding beyond pixels using a learned similarity metric
Anders Boesen Lindbo Larsen, Søren Kaae Sønderby, ... (+2 more)
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cs.LG
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2.2K |
10 years ago |
| 19 |
Deep Learning with Limited Numerical Precision
Suyog Gupta, Ankur Agrawal, ... (+2 more)
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cs.LG
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2.1K |
11 years ago |
| 20 |
Normalizing Flows for Probabilistic Modeling and Inference
George Papamakarios, Eric Nalisnick, ... (+3 more)
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stat.ML
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2.1K |
6 years ago |
| 21 |
A Closer Look at Memorization in Deep Networks
Devansh Arpit, Stanisław Jastrzębski, ... (+9 more)
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stat.ML
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2.1K |
9 years ago |
| 22 |
DRAW: A Recurrent Neural Network For Image Generation
Karol Gregor, Ivo Danihelka, ... (+3 more)
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cs.CV
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2.0K |
11 years ago |
| 23 |
Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates
Dong Yin, Yudong Chen, ... (+2 more)
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cs.LG
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2.0K |
8 years ago |
| 24 |
Deep Bayesian Active Learning with Image Data
Yarin Gal, Riashat Islam, Zoubin Ghahramani
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cs.LG
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1.9K |
9 years ago |
| 25 |
MLlib: Machine Learning in Apache Spark
Xiangrui Meng, Joseph Bradley, ... (+14 more)
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cs.LG
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1.8K |
11 years ago |
| 26 |
A Distributional Perspective on Reinforcement Learning
Marc G. Bellemare, Will Dabney, Rémi Munos
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cs.LG
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1.7K |
8 years ago |
| 27 |
Large-Scale Evolution of Image Classifiers
Esteban Real, Sherry Moore, ... (+6 more)
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cs.NE
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1.7K |
9 years ago |
| 28 |
Learning Latent Dynamics for Planning from Pixels
Danijar Hafner, Timothy Lillicrap, ... (+5 more)
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cs.LG
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1.7K |
7 years ago |
| 29 |
GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks
Zhao Chen, Vijay Badrinarayanan, ... (+2 more)
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cs.CV
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1.7K |
8 years ago |
| 30 |
Constrained Policy Optimization
Joshua Achiam, David Held, ... (+2 more)
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cs.LG
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1.6K |
9 years ago |
| 31 |
Which Training Methods for GANs do actually Converge?
Lars Mescheder, Andreas Geiger, Sebastian Nowozin
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cs.LG
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1.6K |
8 years ago |
| 32 |
A Convergence Theory for Deep Learning via Over-Parameterization
Zeyuan Allen-Zhu, Yuanzhi Li, Zhao Song
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cs.LG
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1.6K |
7 years ago |
| 33 |
Reinforcement Learning with Deep Energy-Based Policies
Tuomas Haarnoja, Haoran Tang, ... (+2 more)
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cs.LG
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1.5K |
9 years ago |
| 34 |
Fine-tuning CNN Image Retrieval with No Human Annotation
Filip Radenović, Giorgos Tolias, Ondřej Chum
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cs.CV
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1.5K |
8 years ago |
| 35 |
The Ethics of AI Ethics -- An Evaluation of Guidelines
Thilo Hagendorff
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cs.AI
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1.4K |
7 years ago |
| 36 |
Deeply supervised salient object detection with short connections
Qibin Hou, Ming-Ming Cheng, ... (+4 more)
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cs.CV
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1.4K |
9 years ago |
| 37 |
Train faster, generalize better: Stability of stochastic gradient descent
Moritz Hardt, Benjamin Recht, Yoram Singer
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cs.LG
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1.4K |
10 years ago |
| 38 |
Black-box Adversarial Attacks with Limited Queries and Information
Andrew Ilyas, Logan Engstrom, ... (+2 more)
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cs.CV
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1.3K |
8 years ago |
| 39 |
Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration
Yunjin Chen, Thomas Pock
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cs.CV
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1.3K |
10 years ago |
| 40 |
HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition
Rajeev Ranjan, Vishal M. Patel, Rama Chellappa
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cs.CV
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1.3K |
10 years ago |
| 41 |
Optimal Transport for Domain Adaptation
Nicolas Courty, Rémi Flamary, ... (+2 more)
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cs.LG
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1.3K |
10 years ago |
| 42 |
Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields
Fayao Liu, Chunhua Shen, ... (+2 more)
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cs.CV
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1.3K |
11 years ago |
| 43 |
BAM: Bottleneck Attention Module
Jongchan Park, Sanghyun Woo, ... (+2 more)
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cs.CV
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1.2K |
7 years ago |
| 44 |
Compressing Neural Networks with the Hashing Trick
Wenlin Chen, James T. Wilson, ... (+3 more)
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cs.LG
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1.2K |
11 years ago |
| 45 |
SCNN: An Accelerator for Compressed-sparse Convolutional Neural Networks
Angshuman Parashar, Minsoo Rhu, ... (+7 more)
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cs.NE
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1.2K |
9 years ago |
| 46 |
Ask Me Anything: Dynamic Memory Networks for Natural Language Processing
Ankit Kumar, Ozan Irsoy, ... (+7 more)
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cs.CL
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1.2K |
10 years ago |
| 47 |
Gradient Descent Finds Global Minima of Deep Neural Networks
Simon S. Du, Jason D. Lee, ... (+3 more)
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cs.LG
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1.2K |
7 years ago |
| 48 |
Ditto: Fair and Robust Federated Learning Through Personalization
Tian Li, Shengyuan Hu, ... (+2 more)
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cs.LG
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1.2K |
5 years ago |
| 49 |
Discriminative Scale Space Tracking
Martin Danelljan, Gustav Häger, ... (+2 more)
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cs.CV
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1.2K |
9 years ago |
| 50 |
Doctor AI: Predicting Clinical Events via Recurrent Neural Networks
Edward Choi, Mohammad Taha Bahadori, ... (+3 more)
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cs.LG
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1.2K |
10 years ago |