Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

VisualChatGPT

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

[ICCV-2021] TransReID: Transformer-based Object Re-Identification

A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.

[CVPR 2022] Part-based Pseudo Label Refinement for Unsupervised Person Re-identification

我在校园自动打卡程序：WoZaiXiaoYuanPuncher 的 Github Action 版。

Implementation of Neuron-level Structured Pruning using Polarization Regularizer

label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful

Implementation "Intra-Inter Camera Similarity for Unsupervised Person Re-Identification" in pytorch (CVPR2021)

code for "Delving into Probabilistic Uncertainty for Unsupervised Domain Adaptive Person Re-Identification" in AAAI2022

Codes of ACM MM 2021 paper: Cross-Camera Feature Prediction for Intra-Camera Supervised Person Re-identification across Distant

Implementation for ICCV 2021 paper "ICE: Inter-instance Contrastive Encoding for Unsupervised Person Re-identification"

关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记

Domain Generalization with MixStyle. ICLR'21.

[CVPR2021] Meta Batch-Instance Normalization for Generalizable Person Re-Identification

Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"

Open-source stronger baseline for unsupervised or domain adaptive object re-ID.

PyTorch open-source toolbox for unsupervised or domain adaptive object re-ID.

This is the official implementation of Self-Challenging Improves Cross-Domain Generalization, ECCV2020

[NeurIPS-2020] Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID.

Deep Learning for Person Re-identification: A Survey and Outlook

Implementation of Markov Chain Monte Carlo in Python from scratch

"Multiple Expert Brainstorming for Domain Adaptive Person Re-identification", ECCV 2020