Deep Learning
- AlexNet
- Large-scale Video Classification with Convolutional Neural Networks
- Deep Residual Learning for Image Recognition
- Visualizing and Understanding Convolutional Networks
- U-Net: Convolutional Networks for Biomedical Image Segmentation
- VGG16&19: Very Deep Convolutional Networks for Large-Scale Image Recognition
- Inception: Going deeper with convolutions
- ResNet: Deep Residual Learning for Image Recognition
- Batch Normalization
- Generative adversarial nets
- R-CNN: Rich feature hierarchies for accurate object detection and semantic segmentation
- FaceNet: A Unified Embedding for Face Recognition and Clustering
- Fast R-CNN
- Faster R-CNN
- Mask R-CNN
- Feature Pyramid Networks for Object Detection
- Panoptic Feature Pyramid Networks
Medical Imaging