Category

Contrastive Learning

SimCLR, SimCLRv2 논문요약 | 24 Nov 2020

Generative Model

Improved Training of WGAN(WGAN-GP) 논문 요약 | 18 Dec 2020
Wasserstein GAN 논문 요약 | 30 Nov 2020
LSGAN과 DCGAN | 30 Nov 2020
NIPS 2016 : Generative Adversarial Networks 논문 요약 - (2) | 26 Nov 2020
NIPS 2016 : Generative Adversarial Networks 논문 요약 - (1) | 26 Nov 2020

Papers

Deep Double Descent 요약 | 21 Jan 2021
Improved Training of WGAN(WGAN-GP) 논문 요약 | 18 Dec 2020
Wasserstein GAN 논문 요약 | 30 Nov 2020
LSGAN과 DCGAN | 30 Nov 2020
NIPS 2016 : Generative Adversarial Networks 논문 요약 - (2) | 26 Nov 2020
NIPS 2016 : Generative Adversarial Networks 논문 요약 - (1) | 26 Nov 2020
Level Playing Field for Million Scale Face Recognition 논문 리뷰 | 26 Nov 2020
AROC : Approximate Rank-Order Clustering 핵심내용 정리 | 26 Nov 2020
FixMatch : Simplifying Semi-Supervised Learning with Consistency and Confidence 논문요약 | 25 Nov 2020
ReMixMatch : Semi-Supervised Learning with Distribution Alignment and Augmentation Anchoring 논문요약 | 25 Nov 2020
MixMatch : A Holistic Approach to Semi-Supervised Learning 논문요약 | 24 Nov 2020
SimCLR, SimCLRv2 논문요약 | 24 Nov 2020
SOLO : Segmenting Objects by Locations 논문요약 | 23 Nov 2020
YOLACT : Real-time Instance Segmentation 논문요약 | 23 Nov 2020
SOLOv2 : Dynamic, Faster, and Stronger 논문요약 | 23 Nov 2020

Segmentation

SOLO : Segmenting Objects by Locations 논문요약 | 23 Nov 2020
YOLACT : Real-time Instance Segmentation 논문요약 | 23 Nov 2020
SOLOv2 : Dynamic, Faster, and Stronger 논문요약 | 23 Nov 2020

Semi-supervised Learning

FixMatch : Simplifying Semi-Supervised Learning with Consistency and Confidence 논문요약 | 25 Nov 2020
ReMixMatch : Semi-Supervised Learning with Distribution Alignment and Augmentation Anchoring 논문요약 | 25 Nov 2020
MixMatch : A Holistic Approach to Semi-Supervised Learning 논문요약 | 24 Nov 2020

Study

확률과 정보이론 개념정리 | 27 Nov 2020