DeepLearning Paper List

A list of papers that we reviewd.

Contents

• Computer-Vision
  • Self-Supervised-Learning
  • Image-Synthesis
  • Others
• Etc

Computer-Vision

Self-Supervised Learning

Title	Contributions	Code	reviewer
Diverse Image Generation via Self-Conditioned GANs(CVPR 2020)[pdf]	Self-Conditional GAN by clustering Computing Dataset partition by clustering	code	Young Woo Nam
Reference-Based Sketch Image Colorization using Augmented-Self Reference and Dense Semantic Correspondence(CVPR 2020)[pdf]	Augmented-Self Reference Generation Spatially Corresponding Feature Transfer module(for Attribute transfer)	Not implemented(2021/02/14)	Young Woo Nam
DeshuffleGAN: A Self-Supervised GAN to Improve Structure Learning(IEEE 2020)[pdf]	Apply idea that solve Jigsaw puzzle to GAN	Not implemented(2021/02/14)	Young Woo Nam

Image-Synthesis

Title	Contributions	Code	reviewer
ADGAN:Controllable Person Image Synthesis With Attribute-Decomposed GAN(CVPR 2020)[pdf]	Cloth Transfer by Decomposed Component Encoder and Global Texture Encoder Texture Style Transfer using Fusion module	code	Young Woo Nam

Others

Title	Contributions	Code	reviewer
Cylindrical Convolutional Networks for Joint Object Detection and Viewpoint Estimation(CVPR 2020)[pdf]	Extract the view-specific feature conditioned on the object viewpoint that encodes structural information at each viewpoint Differentiable argmax operator called sinusoidal soft-argmax that can manage sinusoidal	code	Young Woo Nam

Etc

Title	Contributions	Code	reviewer
Learn From Distributed Asynchronized GAN Without Sharing Medical Image Data(CVPR 2020)[pdf]	In clinical environment, Prviacy violation is critical point. So, this paper handle this problem by Synthesis image using GAN	code	Young Woo Nam