| 1 |
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 |
| 2 |
PyTorch: An Imperative Style, High-Performance Deep Learning Library
Adam Paszke, Sam Gross, ... (+19 more)
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cs.LG
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49.7K |
6 years ago |
| 3 |
XGBoost: A Scalable Tree Boosting System
Tianqi Chen, Carlos Guestrin
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cs.LG
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49.2K |
10 years ago |
| 4 |
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 |
| 5 |
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 |
| 6 |
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 |
| 7 |
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 |
| 8 |
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 |
| 9 |
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 |
| 10 |
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 |
| 11 |
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 |
| 12 |
Graph Attention Networks
Petar Veličković, Guillem Cucurull, ... (+4 more)
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stat.ML
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24.7K |
8 years ago |
| 13 |
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 |
| 14 |
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 |
| 15 |
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 |
| 16 |
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 |
| 17 |
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 |
| 18 |
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 |
| 19 |
"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 |
| 20 |
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 |
| 21 |
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 |
| 22 |
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 |
| 23 |
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 |
| 24 |
YOLO9000: Better, Faster, Stronger
Joseph Redmon, Ali Farhadi
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cs.CV
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17.2K |
9 years ago |
| 25 |
Xception: Deep Learning with Depthwise Separable Convolutions
François Chollet
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cs.CV
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17.0K |
9 years ago |
| 26 |
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 |
| 27 |
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 |
| 28 |
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 |
| 29 |
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
Alec Radford, Luke Metz, Soumith Chintala
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cs.LG
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14.9K |
10 years ago |
| 30 |
FaceNet: A Unified Embedding for Face Recognition and Clustering
Florian Schroff, Dmitry Kalenichenko, James Philbin
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cs.CV
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14.4K |
11 years ago |
| 31 |
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 |
| 32 |
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 |
| 33 |
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 |
| 34 |
A Style-Based Generator Architecture for Generative Adversarial Networks
Tero Karras, Samuli Laine, Timo Aila
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cs.NE
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12.3K |
7 years ago |
| 35 |
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 |
| 36 |
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 |
| 37 |
Layer Normalization
Jimmy Lei Ba, Jamie Ryan Kiros, Geoffrey E. Hinton
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stat.ML
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12.0K |
9 years ago |
| 38 |
node2vec: Scalable Feature Learning for Networks
Aditya Grover, Jure Leskovec
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cs.SI
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11.9K |
9 years ago |
| 39 |
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 |
| 40 |
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
Martín Abadi, Ashish Agarwal, ... (+38 more)
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cs.DC
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11.6K |
10 years ago |
| 41 |
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
Patrick Lewis, Ethan Perez, ... (+10 more)
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cs.CL
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11.3K |
5 years ago |
| 42 |
mixup: Beyond Empirical Risk Minimization
Hongyi Zhang, Moustapha Cisse, ... (+2 more)
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cs.LG
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11.3K |
8 years ago |
| 43 |
Perceptual Losses for Real-Time Style Transfer and Super-Resolution
Justin Johnson, Alexandre Alahi, Li Fei-Fei
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cs.CV
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11.2K |
10 years ago |
| 44 |
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
Yarin Gal, Zoubin Ghahramani
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stat.ML
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11.0K |
10 years ago |
| 45 |
Domain-Adversarial Training of Neural Networks
Yaroslav Ganin, Evgeniya Ustinova, ... (+6 more)
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stat.ML
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10.8K |
10 years ago |
| 46 |
Denoising Diffusion Implicit Models
Jiaming Song, Chenlin Meng, Stefano Ermon
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cs.LG
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10.7K |
5 years ago |
| 47 |
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
Kelvin Xu, Jimmy Ba, ... (+6 more)
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cs.LG
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10.6K |
11 years ago |
| 48 |
Enriching Word Vectors with Subword Information
Piotr Bojanowski, Edouard Grave, ... (+2 more)
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cs.CL
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10.5K |
9 years ago |
| 49 |
Improved Training of Wasserstein GANs
Ishaan Gulrajani, Faruk Ahmed, ... (+3 more)
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cs.LG
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10.5K |
8 years ago |
| 50 |
Learning Deep Features for Discriminative Localization
Bolei Zhou, Aditya Khosla, ... (+3 more)
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cs.CV
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10.3K |
10 years ago |