kyj93790

BatchNormalization

Implementation of Batch Normalization in Numpy and Reproduction of results on MNIST

SADE-AgnosticLT

This repository is the official Pytorch implementation of Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Recognition (NeurIPS 2022).

awesome-long-tail-learning

CPE-LTSSL

Official code for "Complementary Experts for Long-tailed Semi-Supervised Learning" (AAAI'2024)

CDMAD

Code of the CDMAD: Class-Distribution-Mismatch-Aware Debiasing for Class-Imbalanced Semi-Supervised Learning (2024 CVPR accepted paper)

awesome-semi-supervised-learning

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

DCRP

Official Repository of DCRP

ABC

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

M2m

Code for the paper "M2m: Imbalanced Classification via Major-to-minor Translation" (CVPR 2020)

tsne-cuda

GPU Accelerated t-SNE for CUDA with Python bindings

RKD

Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019

AdjustBnd4Imbalance

Adjust Decision Boundary for Class Imbalanced Learning

vimrc

The ultimate Vim configuration (vimrc)

ACR

Pytorch implementation for "Towards Realistic Long-Tailed Semi-Supervised Learning: Consistency Is All You Need" (CVPR 2023)

TorchSSL

A PyTorch-based library for semi-supervised learning (NeurIPS'21)

class-balanced-loss

Class-Balanced Loss Based on Effective Number of Samples. CVPR 2019

Long-Tailed-Recognition.pytorch

[NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation (LVIS). It is also a PyTorch implementation of the NeurIPS 2020 paper 'Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect'.

OICR-PyTorch

Implementation of Multiple Instance Detection Network with Online Instance Classifier Refinement with PyTorch

IB-Loss

[ICCV 2021] Influence-balanced Loss for Imbalanced Visual Classification

FSR

Feature Separation and Recalibration (CVPR 2023 Highlights)

daso

Repository for the paper `DASO: Distribution-Aware Semantics-Oriented Pseudo-label Imbalanced Semi-Supervised Learning'.

MixMatch-pytorch

Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"

ProcedureVRL

[CVPR 2023] Official code for "Learning Procedure-aware Video Representation from Instructional Videos and Their Narrations"

Pose-for-Everything

The official repo for ECCV'22 paper: Pose for Everything: Towards Category-Agnostic Pose Estimation

Tricks-of-Semi-supervisedDeepLeanring-Pytorch

PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch

top-cvpr-2023-papers

This repository is a curated collection of the most exciting and influential CVPR 2023 papers. 🔥 [Paper + Code]

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

pascal-voc-classification

PASCAL VOC Object Classification: The goal of this project is to recognize objects from a number of visual object classes in realistic scenes.

create-pascal-voc-dataset

Create PASCAL VOC 2007 dataset

scenic

Scenic: A Jax Library for Computer Vision Research and Beyond