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Lefan's Projects

abc icon abc

pytorch implementation of ABC : Auxiliary Balanced Classifier for Class-imbalanced Semi-supervised Learning

acsl icon acsl

Adaptive Class Suppression Loss for Long-Tail Object Detection--CVPR2021

co-teaching icon co-teaching

NeurIPS'18: Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels

d2l-en icon d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.

d2l-zh icon d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被全球175所大学采用教学。

darp icon darp

Code for the paper "Distribution Aligning Refinery of Pseudo-label for Imbalanced Semi-supervised Learning" (NeurIPS 20)

elr icon elr

Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels

fixmatch-pytorch icon fixmatch-pytorch

Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"

har icon har

[ICLR 2021] Heteroskedastic and Imbalanced Deep Learning with Adaptive Regularization

labelnoisecorrection icon labelnoisecorrection

Official Implementation of ICML 2019 Unsupervised label noise modeling and loss correction

ldam-drw icon ldam-drw

[NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss

mae icon mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

oltr icon oltr

Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)

peft icon peft

change the requirement of torch

supcontrast icon supcontrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

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