| 1 |
Deep Residual Learning for Image Recognition
Kaiming He, Xiangyu Zhang, ... (+2 more)
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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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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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cs.CL
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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 |
10 years ago |
| 5 |
Language Models are Few-Shot Learners
Tom B. Brown, Benjamin Mann, ... (+29 more)
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cs.CL
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54.2K |
5 years ago |
| 6 |
PyTorch: An Imperative Style, High-Performance Deep Learning Library
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cs.LG
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49.7K |
6 years ago |
| 7 |
XGBoost: A Scalable Tree Boosting System
Tianqi Chen, Carlos Guestrin
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Ghosted
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cs.LG
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49.2K |
10 years ago |
| 8 |
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
Sergey Ioffe, Christian Szegedy
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cs.LG
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46.0K |
11 years ago |
| 9 |
You Only Look Once: Unified, Real-Time Object Detection
Joseph Redmon, Santosh Divvala, ... (+2 more)
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cs.CV
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43.4K |
10 years ago |
| 10 |
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 |
| 11 |
Semi-Supervised Classification with Graph Convolutional Networks
Thomas N. Kipf, Max Welling
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cs.LG
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33.5K |
9 years ago |
| 12 |
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 |
| 13 |
A Unified Approach to Interpreting Model Predictions
Scott Lundberg, Su-In Lee
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cs.AI
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30.8K |
8 years ago |
| 14 |
Rethinking the Inception Architecture for Computer Vision
Christian Szegedy, Vincent Vanhoucke, ... (+3 more)
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cs.CV
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30.2K |
10 years ago |
| 15 |
RoBERTa: A Robustly Optimized BERT Pretraining Approach
Yinhan Liu, Myle Ott, ... (+8 more)
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cs.CL
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28.4K |
6 years ago |
| 16 |
Fast R-CNN
Ross Girshick
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🌅
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cs.CV
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27.7K |
10 years ago |
| 17 |
Feature Pyramid Networks for Object Detection
Tsung-Yi Lin, Piotr Dollár, ... (+4 more)
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cs.CV
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25.7K |
9 years ago |
| 18 |
Proximal Policy Optimization Algorithms
John Schulman, Filip Wolski, ... (+3 more)
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cs.LG
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25.1K |
8 years ago |
| 19 |
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization
Ramprasaath R. Selvaraju, Michael Cogswell, ... (+4 more)
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cs.CV
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24.9K |
9 years ago |
| 20 |
Graph Attention Networks
Petar Veličković, Guillem Cucurull, ... (+4 more)
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stat.ML
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24.7K |
8 years ago |
| 21 |
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
Colin Raffel, Noam Shazeer, ... (+7 more)
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cs.LG
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24.4K |
6 years ago |
| 22 |
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
Andrew G. Howard, Menglong Zhu, ... (+6 more)
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cs.CV
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24.0K |
8 years ago |
| 23 |
Distilling the Knowledge in a Neural Network
Geoffrey Hinton, Oriol Vinyals, Jeff Dean
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stat.ML
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22.9K |
11 years ago |
| 24 |
Communication-Efficient Learning of Deep Networks from Decentralized Data
H. Brendan McMahan, Eider Moore, ... (+3 more)
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cs.LG
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22.5K |
10 years ago |
| 25 |
CBAM: Convolutional Block Attention Module
Sanghyun Woo, Jongchan Park, ... (+2 more)
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cs.CV
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21.8K |
7 years ago |
| 26 |
Image-to-Image Translation with Conditional Adversarial Networks
Phillip Isola, Jun-Yan Zhu, ... (+2 more)
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🌅
Old Age
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cs.CV
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21.7K |
9 years ago |
| 27 |
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
Liang-Chieh Chen, George Papandreou, ... (+3 more)
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cs.CV
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20.4K |
9 years ago |
| 28 |
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin
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cs.LG
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20.3K |
10 years ago |
| 29 |
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
Kaiming He, Xiangyu Zhang, ... (+2 more)
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cs.CV
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20.1K |
11 years ago |
| 30 |
TensorFlow: A system for large-scale machine learning
Martín Abadi, Paul Barham, ... (+20 more)
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cs.DC
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19.3K |
9 years ago |
| 31 |
Inductive Representation Learning on Large Graphs
William L. Hamilton, Rex Ying, Jure Leskovec
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cs.SI
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18.5K |
8 years ago |
| 32 |
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
Vijay Badrinarayanan, Alex Kendall, Roberto Cipolla
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cs.CV
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17.5K |
10 years ago |
| 33 |
YOLO9000: Better, Faster, Stronger
Joseph Redmon, Ali Farhadi
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cs.CV
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17.2K |
9 years ago |
| 34 |
Xception: Deep Learning with Depthwise Separable Convolutions
François Chollet
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cs.CV
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17.0K |
9 years ago |
| 35 |
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
Charles R. Qi, Hao Su, ... (+2 more)
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cs.CV
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16.7K |
9 years ago |
| 36 |
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning
Christian Szegedy, Sergey Ioffe, ... (+2 more)
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cs.CV
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15.2K |
10 years ago |
| 37 |
Continuous control with deep reinforcement learning
Timothy P. Lillicrap, Jonathan J. Hunt, ... (+6 more)
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cs.LG
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14.9K |
10 years ago |
| 38 |
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
Alec Radford, Luke Metz, Soumith Chintala
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Ghosted
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cs.LG
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14.9K |
10 years ago |
| 39 |
FaceNet: A Unified Embedding for Face Recognition and Clustering
Florian Schroff, Dmitry Kalenichenko, James Philbin
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Ghosted
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cs.CV
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14.4K |
11 years ago |
| 40 |
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
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14.3K |
6 years ago |
| 41 |
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Chelsea Finn, Pieter Abbeel, Sergey Levine
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🌅
Old Age
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cs.LG
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13.8K |
9 years ago |
| 42 |
Pyramid Scene Parsing Network
Hengshuang Zhao, Jianping Shi, ... (+3 more)
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cs.CV
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13.7K |
9 years ago |
| 43 |
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
Charles R. Qi, Li Yi, ... (+2 more)
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cs.CV
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13.3K |
8 years ago |
| 44 |
The Cityscapes Dataset for Semantic Urban Scene Understanding
Marius Cordts, Mohamed Omran, ... (+7 more)
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cs.CV
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13.0K |
9 years ago |
| 45 |
A Style-Based Generator Architecture for Generative Adversarial Networks
Tero Karras, Samuli Laine, Timo Aila
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Ghosted
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cs.NE
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12.3K |
7 years ago |
| 46 |
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
Mike Lewis, Yinhan Liu, ... (+6 more)
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cs.CL
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12.3K |
6 years ago |
| 47 |
Deep contextualized word representations
Matthew E. Peters, Mark Neumann, ... (+5 more)
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cs.CL
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12.0K |
8 years ago |
| 48 |
Layer Normalization
Jimmy Lei Ba, Jamie Ryan Kiros, Geoffrey E. Hinton
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👻
Ghosted
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stat.ML
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12.0K |
9 years ago |
| 49 |
node2vec: Scalable Feature Learning for Networks
Aditya Grover, Jure Leskovec
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👻
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cs.SI
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11.9K |
9 years ago |
| 50 |
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
Christian Ledig, Lucas Theis, ... (+9 more)
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cs.CV
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11.8K |
9 years ago |