Search

컴퓨터 비전 논문 읽기 & 구현 스터디

기간
2021.01.16 ~ 2021.07
카테고리
스터디
내용
Team Pytorch
설명
Search
리뷰한 논문
이름
블로그 링크
Class Activation Map(Learning Deep Features for Discriminative Localization) (CVPR2016)
Open
https://chang-aistory.tistory.com/34?category=933399
Attention Branch Network: Learning of Attention Mechanism for Visual Explanation(ABN, CVPR2019)
Open
https://chang-aistory.tistory.com/35?category=933399
Spatially Attentive Output Layer for Image Classification (SAOL)(CVPR 2020)
Open
https://chang-aistory.tistory.com/36?category=933399
U-GAT-IT: UNSUPERVISED GENERATIVE ATTENTIONAL NETWORKS WITH ADAPTIVE LAYERINSTANCE NORMALIZATION FOR IMAGE-TO-IMAGE TRANSLATION
Open
https://chang-aistory.tistory.com/42?category=933399
[Pix2Pix]Image-to-Image Translation with Conditional Adversarial Networks
Open
https://chang-aistory.tistory.com/56?category=933399
SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization(CVPR 2020)
Open
https://chang-aistory.tistory.com/66?category=933399
SSD: Single Shot MultiBox Detector
Open
https://chang-aistory.tistory.com/74?category=933399
Unpaired Image-to-Image Translationusing Cycle-Consistent Adversarial Networks (CycleGAN)
Open
https://chang-aistory.tistory.com/90?category=933399
A Style-Based Generator Architecture for Generative Adversarial Networks:StyleGAN
Open
https://chang-aistory.tistory.com/110?category=933399
SORT(Simple Online And Realtime Tracking)
Open
https://chang-aistory.tistory.com/132?category=933399
DeepSORT(SIMPLE ONLINE AND REALTIME TRACKING WITH A DEEP ASSOCIATION METRIC)
Open
https://chang-aistory.tistory.com/133?category=933399

구현 논문

SSD

https://github.com/chaeyeongyoon/SSD_pytorch
SSD모델 아키텍쳐 구현 part 및 matching strategy 등 다른 구현 part에도 부분 참여

CycleGAN

model.py코드 담당
Made with