| 1 |
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
Sergey Ioffe, Christian Szegedy
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🏛️
Transcended
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cs.LG
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46.0K |
11 years ago |
| 2 |
Distilling the Knowledge in a Neural Network
Geoffrey Hinton, Oriol Vinyals, Jeff Dean
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Transcended
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stat.ML
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22.9K |
11 years ago |
| 3 |
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
Kaiming He, Xiangyu Zhang, ... (+2 more)
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Transcended
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cs.CV
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20.1K |
11 years ago |
| 4 |
Continuous control with deep reinforcement learning
Timothy P. Lillicrap, Jonathan J. Hunt, ... (+6 more)
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Transcended
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cs.LG
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14.9K |
10 years ago |
| 5 |
Layer Normalization
Jimmy Lei Ba, Jamie Ryan Kiros, Geoffrey E. Hinton
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Transcended
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stat.ML
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12.0K |
9 years ago |
| 6 |
Asynchronous Methods for Deep Reinforcement Learning
Volodymyr Mnih, Adrià Puigdomènech Badia, ... (+6 more)
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Transcended
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cs.LG
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9.7K |
10 years ago |
| 7 |
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting
Xingjian Shi, Zhourong Chen, ... (+4 more)
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Transcended
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cs.CV
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9.2K |
10 years ago |
| 8 |
Overcoming catastrophic forgetting in neural networks
James Kirkpatrick, Razvan Pascanu, ... (+12 more)
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Transcended
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cs.LG
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9.1K |
9 years ago |
| 9 |
Deep Reinforcement Learning with Double Q-learning
Hado van Hasselt, Arthur Guez, David Silver
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Transcended
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cs.LG
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8.7K |
10 years ago |
| 10 |
Effective Approaches to Attention-based Neural Machine Translation
Minh-Thang Luong, Hieu Pham, Christopher D. Manning
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Transcended
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cs.CL
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8.3K |
10 years ago |
| 11 |
Matching Networks for One Shot Learning
Oriol Vinyals, Charles Blundell, ... (+3 more)
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Transcended
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cs.LG
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8.1K |
9 years ago |
| 12 |
WaveNet: A Generative Model for Raw Audio
Aaron van den Oord, Sander Dieleman, ... (+7 more)
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Transcended
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cs.SD
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8.0K |
9 years ago |
| 13 |
Spatial Transformer Networks
Max Jaderberg, Karen Simonyan, ... (+2 more)
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Transcended
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cs.CV
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7.9K |
11 years ago |
| 14 |
3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation
Özgün Çiçek, Ahmed Abdulkadir, ... (+3 more)
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Transcended
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cs.CV
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7.6K |
9 years ago |
| 15 |
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan, Alexander Pritzel, Charles Blundell
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Transcended
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stat.ML
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7.0K |
9 years ago |
| 16 |
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)
Djork-Arné Clevert, Thomas Unterthiner, Sepp Hochreiter
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Transcended
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cs.LG
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6.0K |
10 years ago |
| 17 |
LSTM: A Search Space Odyssey
Klaus Greff, Rupesh Kumar Srivastava, ... (+3 more)
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Transcended
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cs.NE
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6.0K |
11 years ago |
| 18 |
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?
Alex Kendall, Yarin Gal
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Transcended
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cs.CV
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5.5K |
9 years ago |