딥러닝 논문 리뷰와 구현 : Deep learning Paper Review and Implement

GAN

• Generative Adversarial Nets (GAN)

  • Original Paper / Study / Code

• Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks(DCGAN)

  • Original Paper / Code

• Conditional Generative Adversarial Nets

  • Orginal Paper / Code

• InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets

  • Original Paper / Study

공사중

• SSD: Single Shot MultiBox Detector(SSD)

  • Original Paper

• U-Net: Convolutional Networks for Biomedical Image Segmentation

  • Original Paper / Code

• You Only Look Once : Unified, Read-Time Object Detection(YOLO)

  • Original Paper / Study / Code

• YOLO9000: Better, Faster, Stronger(YOLOv2)

  • Original Paper / Study / Code

• YOLOv3: An Incremental Improvement(YOLOv3)

  • Original Paper / Study

• Optimal Speed and Accuracy of Object Detection(YOLOv4)

  • Original Paper

• YOLOX: Exceeding YOLO Series in 2021

  • Original Paper / Study

• USB: Universal-Scale Object Detection Benchmark

  • Orginal Paper

• Swin Transformer: Hierarchical Vision Transformer using Shifted Windows(Swin)

  • Original Paper

• M2Det

  • Original Paper

• HRNet: Deep High-Resolution Representation Learning for Visual Recognition

  • Original Paper / Study

• AN IMAGE IS WORTH 16X16 WORDS: TRANSFORMERS FOR IMAGE RECOGNITION AT SCAL (ViT)

  • Original Paper / Study