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목록Self-supervised (3)
Attention please
[논문 리뷰] DINO: Emerging Properties in Self-Supervised Vision Transformers(2021)
이번에 리뷰할 논문은 Emerging Properties in Self-Supervised Vision Transformers 입니다. https://paperswithcode.com/paper/emerging-properties-in-self-supervised-vision Papers with Code - Emerging Properties in Self-Supervised Vision Transformers #2 best model for Visual Place Recognition on Laurel Caverns (Recall@1 metric) paperswithcode.com Introduction ViT(Vision Transformer) 는 최근 CV(Computer Vision) 분야에서 ..
[논문 리뷰] SimSiam: Exploring Simple Siamese Representation Learning(2021)
이번에 리뷰할 논문은 Exploring Simple Siamese Representation Learning 입니다. https://paperswithcode.com/paper/exploring-simple-siamese-representation Papers with Code - Exploring Simple Siamese Representation Learning #81 best model for Self-Supervised Image Classification on ImageNet (Top 1 Accuracy metric) paperswithcode.com Intoduction siamese network는 2개 이상의 input에 적용되는 가중치 공유 신경망입니다. 해당 network는 각 ent..
[논문 리뷰] MoCo: Momentum Contrast for Unsupervised Visual Representation Learning(2020)
이번에 리뷰할 논문은 Momentum Contrast for Unsupervised Visual Representation Learning 입니다. https://paperswithcode.com/paper/momentum-contrast-for-unsupervised-visual Papers with Code - Momentum Contrast for Unsupervised Visual Representation Learning #11 best model for Contrastive Learning on imagenet-1k (ImageNet Top-1 Accuracy metric) paperswithcode.com 본 포스팅을 이해하기 위해서는 "contrast learning" 의 기본적인 이해가 ..