| 1 |
Deep Residual Learning for Image Recognition
Kaiming He, Xiangyu Zhang, ... (+2 more)
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🌅
Old Age
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cs.CV
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220.4K |
10 years ago |
| 2 |
Attention Is All You Need
Ashish Vaswani, Noam Shazeer, ... (+6 more)
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🌅
Old Age
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cs.CL
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166.0K |
8 years ago |
| 3 |
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin, Ming-Wei Chang, ... (+2 more)
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🌅
Old Age
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cs.CL
|
110.2K |
7 years ago |
| 4 |
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
Shaoqing Ren, Kaiming He, ... (+2 more)
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🌅
Old Age
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cs.CV
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70.4K |
11 years ago |
| 5 |
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 |
| 6 |
SSD: Single Shot MultiBox Detector
Wei Liu, Dragomir Anguelov, ... (+5 more)
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🌅
Old Age
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cs.CV
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33.8K |
10 years ago |
| 7 |
Squeeze-and-Excitation Networks
Jie Hu, Li Shen, ... (+3 more)
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🌅
Old Age
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cs.CV
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32.3K |
8 years ago |
| 8 |
Fast R-CNN
Ross Girshick
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🌅
Old Age
|
cs.CV
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27.7K |
11 years ago |
| 9 |
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization
Ramprasaath R. Selvaraju, Michael Cogswell, ... (+4 more)
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🌅
Old Age
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cs.CV
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24.9K |
9 years ago |
| 10 |
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 |
| 11 |
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 |
| 12 |
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 |
| 13 |
Momentum Contrast for Unsupervised Visual Representation Learning
Kaiming He, Haoqi Fan, ... (+3 more)
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📜
Death by README
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cs.CV
|
14.3K |
6 years ago |
| 14 |
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Chelsea Finn, Pieter Abbeel, Sergey Levine
|
🌅
Old Age
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cs.LG
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13.8K |
9 years ago |
| 15 |
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 |
| 16 |
Aggregated Residual Transformations for Deep Neural Networks
Saining Xie, Ross Girshick, ... (+3 more)
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🌅
Old Age
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cs.CV
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11.4K |
9 years ago |
| 17 |
Identity Mappings in Deep Residual Networks
Kaiming He, Xiangyu Zhang, ... (+2 more)
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🌅
Old Age
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cs.CV
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11.0K |
10 years ago |
| 18 |
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor
Tuomas Haarnoja, Aurick Zhou, ... (+2 more)
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🌅
Old Age
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cs.LG
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10.4K |
8 years ago |
| 19 |
Non-local Neural Networks
Xiaolong Wang, Ross Girshick, ... (+2 more)
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🌅
Old Age
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cs.CV
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9.9K |
8 years ago |
| 20 |
SGDR: Stochastic Gradient Descent with Warm Restarts
Ilya Loshchilov, Frank Hutter
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🌅
Old Age
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cs.LG
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9.8K |
9 years ago |
| 21 |
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 |
| 22 |
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 |
| 23 |
XLNet: Generalized Autoregressive Pretraining for Language Understanding
Zhilin Yang, Zihang Dai, ... (+4 more)
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🌅
Old Age
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cs.CL
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9.2K |
6 years ago |
| 24 |
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 |
| 25 |
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
|
8.7K |
10 years ago |
| 26 |
Wide Residual Networks
Sergey Zagoruyko, Nikos Komodakis
|
🌅
Old Age
|
cs.CV
|
8.7K |
10 years ago |
| 27 |
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 |
| 28 |
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size
Forrest N. Iandola, Song Han, ... (+4 more)
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🌅
Old Age
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cs.CV
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8.2K |
10 years ago |
| 29 |
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 |
| 30 |
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 |
| 31 |
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 |
| 32 |
Advances and Open Problems in Federated Learning
Peter Kairouz, H. Brendan McMahan, ... (+57 more)
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📚
The Cartographer
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cs.LG
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7.8K |
6 years ago |
| 33 |
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI
Alejandro Barredo Arrieta, Natalia Díaz-Rodríguez, ... (+10 more)
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The Cartographer
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cs.AI
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7.8K |
6 years ago |
| 34 |
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 |
| 35 |
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 |
| 36 |
Deformable DETR: Deformable Transformers for End-to-End Object Detection
Xizhou Zhu, Weijie Su, ... (+4 more)
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🌅
Old Age
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cs.CV
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6.8K |
5 years ago |
| 37 |
An overview of gradient descent optimization algorithms
Sebastian Ruder
|
📚
The Cartographer
|
cs.LG
|
6.8K |
9 years ago |
| 38 |
Graph Neural Networks: A Review of Methods and Applications
Jie Zhou, Ganqu Cui, ... (+7 more)
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📚
The Cartographer
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cs.LG
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6.6K |
7 years ago |
| 39 |
R-FCN: Object Detection via Region-based Fully Convolutional Networks
Jifeng Dai, Yi Li, ... (+2 more)
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🌅
Old Age
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cs.CV
|
6.0K |
10 years ago |
| 40 |
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
|
6.0K |
10 years ago |
| 41 |
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 |
| 42 |
Cascade R-CNN: Delving into High Quality Object Detection
Zhaowei Cai, Nuno Vasconcelos
|
🌅
Old Age
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cs.CV
|
5.8K |
8 years ago |
| 43 |
Recent Advances in Convolutional Neural Networks
Jiuxiang Gu, Zhenhua Wang, ... (+10 more)
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📚
The Cartographer
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cs.CV
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5.8K |
10 years ago |
| 44 |
Neural Architecture Search with Reinforcement Learning
Barret Zoph, Quoc V. Le
|
👻
Ghosted
|
cs.LG
|
5.8K |
9 years ago |
| 45 |
Federated Learning: Challenges, Methods, and Future Directions
Tian Li, Anit Kumar Sahu, ... (+2 more)
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📚
The Cartographer
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cs.LG
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5.6K |
6 years ago |
| 46 |
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?
Alex Kendall, Yarin Gal
|
🏛️
Transcended
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cs.CV
|
5.5K |
9 years ago |
| 47 |
A Comprehensive Survey on Transfer Learning
Fuzhen Zhuang, Zhiyuan Qi, ... (+6 more)
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📚
The Cartographer
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cs.LG
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5.5K |
6 years ago |
| 48 |
Variational Inference: A Review for Statisticians
David M. Blei, Alp Kucukelbir, Jon D. McAuliffe
|
📚
The Cartographer
|
stat.CO
|
5.4K |
10 years ago |
| 49 |
Federated Learning: Strategies for Improving Communication Efficiency
Jakub Konečný, H. Brendan McMahan, ... (+4 more)
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👻
Ghosted
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cs.LG
|
5.2K |
9 years ago |
| 50 |
In-Datacenter Performance Analysis of a Tensor Processing Unit
Norman P. Jouppi, Cliff Young, ... (+73 more)
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👻
Ghosted
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cs.AR
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5.1K |
9 years ago |