Rich feature hierarchies for accurate object detection and semantic segmentation Paper • 1311.2524 • Published Nov 11, 2013 • 1
DeepPose: Human Pose Estimation via Deep Neural Networks Paper • 1312.4659 • Published Dec 17, 2013 • 1
ImageNet Large Scale Visual Recognition Challenge Paper • 1409.0575 • Published Sep 1, 2014 • 7
Very Deep Convolutional Networks for Large-Scale Image Recognition Paper • 1409.1556 • Published Sep 4, 2014 • 1
Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs Paper • 1412.7062 • Published Dec 22, 2014 • 1
U-Net: Convolutional Networks for Biomedical Image Segmentation Paper • 1505.04597 • Published May 18, 2015 • 6
You Only Look Once: Unified, Real-Time Object Detection Paper • 1506.02640 • Published Jun 8, 2015 • 1
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size Paper • 1602.07360 • Published Feb 24, 2016 • 1
Xception: Deep Learning with Depthwise Separable Convolutions Paper • 1610.02357 • Published Oct 7, 2016 • 1
Image-to-Image Translation with Conditional Adversarial Networks Paper • 1611.07004 • Published Nov 21, 2016 • 1
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Paper • 1703.10593 • Published Mar 30, 2017 • 1
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Paper • 1704.04861 • Published Apr 17, 2017 • 1
A Style-Based Generator Architecture for Generative Adversarial Networks Paper • 1812.04948 • Published Dec 12, 2018 • 2
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Paper • 1812.08008 • Published Dec 18, 2018 • 1
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Paper • 1905.11946 • Published May 28, 2019 • 3
Deep High-Resolution Representation Learning for Visual Recognition Paper • 1908.07919 • Published Aug 20, 2019 • 2
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Paper • 2010.11929 • Published Oct 22, 2020 • 6
Learning Transferable Visual Models From Natural Language Supervision Paper • 2103.00020 • Published Feb 26, 2021 • 8
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Paper • 2103.14030 • Published Mar 25, 2021 • 4
Emerging Properties in Self-Supervised Vision Transformers Paper • 2104.14294 • Published Apr 29, 2021 • 3