| 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
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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
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Old Age
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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
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Old Age
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cs.CV
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70.4K |
10 years ago |
| 5 |
SSD: Single Shot MultiBox Detector
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Old Age
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cs.CV
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33.8K |
10 years ago |
| 6 |
Squeeze-and-Excitation Networks
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cs.CV
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32.3K |
8 years ago |
| 7 |
Fast R-CNN
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cs.CV
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27.7K |
10 years ago |
| 8 |
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 |
| 9 |
Image-to-Image Translation with Conditional Adversarial Networks
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Old Age
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cs.CV
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21.7K |
9 years ago |
| 10 |
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
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Old Age
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cs.LG
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13.8K |
9 years ago |
| 11 |
Aggregated Residual Transformations for Deep Neural Networks
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cs.CV
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11.4K |
9 years ago |
| 12 |
Identity Mappings in Deep Residual Networks
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cs.CV
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11.0K |
10 years ago |
| 13 |
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor
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cs.LG
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10.4K |
8 years ago |
| 14 |
Non-local Neural Networks
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cs.CV
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9.9K |
8 years ago |
| 15 |
SGDR: Stochastic Gradient Descent with Warm Restarts
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cs.LG
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9.8K |
9 years ago |
| 16 |
XLNet: Generalized Autoregressive Pretraining for Language Understanding
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cs.CL
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9.2K |
6 years ago |
| 17 |
Wide Residual Networks
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cs.CV
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8.7K |
9 years ago |
| 18 |
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size
Forrest N. Iandola, Song Han, ... (+4 more)
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cs.CV
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8.2K |
10 years ago |
| 19 |
ORB-SLAM: a Versatile and Accurate Monocular SLAM System
Raul Mur-Artal, J. M. M. Montiel, Juan D. Tardos
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cs.RO
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7.0K |
11 years ago |
| 20 |
Deformable DETR: Deformable Transformers for End-to-End Object Detection
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cs.CV
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6.8K |
5 years ago |
| 21 |
R-FCN: Object Detection via Region-based Fully Convolutional Networks
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cs.CV
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6.0K |
9 years ago |
| 22 |
Cascade R-CNN: Delving into High Quality Object Detection
Zhaowei Cai, Nuno Vasconcelos
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cs.CV
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5.8K |
8 years ago |
| 23 |
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization
Xun Huang, Serge Belongie
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cs.CV
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5.0K |
9 years ago |
| 24 |
DARTS: Differentiable Architecture Search
Hanxiao Liu, Karen Simonyan, Yiming Yang
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cs.LG
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4.8K |
7 years ago |
| 25 |
A large annotated corpus for learning natural language inference
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cs.CL
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4.6K |
10 years ago |
| 26 |
Improved Regularization of Convolutional Neural Networks with Cutout
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cs.CV
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4.2K |
8 years ago |
| 27 |
Instance Normalization: The Missing Ingredient for Fast Stylization
Dmitry Ulyanov, Andrea Vedaldi, Victor Lempitsky
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cs.CV
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4.0K |
9 years ago |
| 28 |
CSPNet: A New Backbone that can Enhance Learning Capability of CNN
Chien-Yao Wang, Hong-Yuan Mark Liao, ... (+4 more)
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cs.CV
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3.9K |
6 years ago |
| 29 |
HellaSwag: Can a Machine Really Finish Your Sentence?
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cs.CL
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3.7K |
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| 30 |
Neural Graph Collaborative Filtering
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cs.IR
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3.6K |
6 years ago |
| 31 |
SciBERT: A Pretrained Language Model for Scientific Text
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cs.CL
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3.5K |
7 years ago |
| 32 |
Glow: Generative Flow with Invertible 1x1 Convolutions
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stat.ML
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3.5K |
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| 33 |
FiLM: Visual Reasoning with a General Conditioning Layer
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cs.CV
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3.0K |
8 years ago |
| 34 |
Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer
Sergey Zagoruyko, Nikos Komodakis
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cs.CV
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2.9K |
9 years ago |
| 35 |
Cyclical Learning Rates for Training Neural Networks
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cs.CV
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2.8K |
10 years ago |
| 36 |
LXMERT: Learning Cross-Modality Encoder Representations from Transformers
Hao Tan, Mohit Bansal
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cs.CL
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2.8K |
6 years ago |
| 37 |
PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud
Shaoshuai Shi, Xiaogang Wang, Hongsheng Li
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cs.CV
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2.8K |
7 years ago |
| 38 |
Curiosity-driven Exploration by Self-supervised Prediction
Deepak Pathak, Pulkit Agrawal, ... (+2 more)
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cs.LG
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2.8K |
8 years ago |
| 39 |
Unsupervised Data Augmentation for Consistency Training
Qizhe Xie, Zihang Dai, ... (+3 more)
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cs.LG
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2.6K |
6 years ago |
| 40 |
Decoupled Weight Decay Regularization
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cs.LG
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2.5K |
8 years ago |
| 41 |
Generative Image Inpainting with Contextual Attention
Jiahui Yu, Zhe Lin, ... (+4 more)
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Old Age
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cs.CV
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2.5K |
8 years ago |
| 42 |
Learning Structured Sparsity in Deep Neural Networks
Wei Wen, Chunpeng Wu, ... (+3 more)
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cs.NE
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2.5K |
9 years ago |
| 43 |
Deep Retinex Decomposition for Low-Light Enhancement
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cs.CV
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2.3K |
7 years ago |
| 44 |
PoseCNN: A Convolutional Neural Network for 6D Object Pose Estimation in Cluttered Scenes
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cs.CV
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2.2K |
8 years ago |
| 45 |
Visualizing the Loss Landscape of Neural Nets
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cs.LG
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2.2K |
8 years ago |
| 46 |
Moment Matching for Multi-Source Domain Adaptation
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cs.CV
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2.2K |
7 years ago |
| 47 |
Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet?
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cs.CV
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2.1K |
8 years ago |
| 48 |
Learning to Discover Cross-Domain Relations with Generative Adversarial Networks
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cs.CV
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2.1K |
9 years ago |
| 49 |
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection
Shifeng Zhang, Cheng Chi, ... (+3 more)
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Old Age
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cs.CV
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1.9K |
6 years ago |
| 50 |
Free-Form Image Inpainting with Gated Convolution
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cs.CV
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1.9K |
7 years ago |