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advances-in-label-noise-learning

A curated (most recent) list of resources for Learning with Noisy Labels

advcam

Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation (CVPR 2021)

awesome-lifelong-continual-learning

A list of papers, blogs, datasets and software in the field of lifelong/continual machine learning

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

awesome-semi-supervised-learning

😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.

awesome_continual-lifelong-incremental_learning

chinesecodinginterviewappendix

The source code for the appendix part of the Chinese version of the book Coding Interviews

comp

Code for complementary-label learning.

dell-inspiron_5488_5480_5580_5482_5582_hackintosh

DELL-inspiron-5488-Hackintosh

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

detr

End-to-End Object Detection with Transformers

domain-generalization

All about domain generalization

few-shot-semantic-segmentation-papers

Few Shot Semantic Segmentation Papers

paper-reading

深度学习经典、新论文逐段精读

picie

PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in clustering (CVPR2021)

pixelssl

A PyTorch-based Semi-Supervised Learning (SSL) Codebase for Pixel-wise (Pixel) Vision Tasks [ECCV 2020]

plotneuralnet

Latex code for making neural networks diagrams

proden

Code for the paper "Progressive Identification of True Labels for Partial-Label Learning".

pycontrast

PyTorch implementation of Contrastive Learning methods; List of awesome-contrastive-learning papers

pytorch-distributed

A quickstart and benchmark for pytorch distributed training.

pytorch-polygon-rnn

Pytorch implementation of Polygon-RNN(http://www.cs.toronto.edu/polyrnn/poly_cvpr17/)

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

self-supervised-learning-and-contrastive-learning-papers

semantic-segmentation-codebase

Codebase for semantic segmentation experiments

senformer

simple-faster-rcnn-pytorch

A simplified implemention of Faster R-CNN that replicate performance from origin paper

spml

Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning

stn.pytorch

pytorch version of spatial transformer networks

torchsemiseg

[CVPR 2021] Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision

tps_stn_pytorch

PyTorch implementation of Spatial Transformer Network (STN) with Thin Plate Spline (TPS)