Reading-lists

Papers list of deep learning and machine lerning in deep learning, computer vision, and medical image analysis, it will continue to be updated...

Contents

General deep learning

    Models and Optimization

• Convolutional Neural Network
• Vision Transformer
• Optimization / Generalization
• Model Interpretation / Visualization
• Model Acceleration / Compression

    General learning problems

• Data imbalance & Noisy label
• Semi & Weak Supervised learning
• Knowledge Distillation

    CV Applications

• Image Classification
• Semantic Segmentation
• Object Detection & Visual Tracking
• Image Synthensis / Style transfer / Image Denosing & Enhencement
• Miscellaneous
• Medical Image Analysis

Medical Image Analysis

• Medical Image Segmentation
• Miscellaneous