Torchreid: Deep learning person re-identification in PyTorch.

[ICLR-2020] Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.

Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation [Inoue+, CVPR2018].

EANet: Enhancing Alignment for Cross-Domain Person Re-identification

Universal User Representation Pre-training for Cross-domain Recommendation and User Profiling

CrossNER: Evaluating Cross-Domain Named Entity Recognition (AAAI-2021)

This is a library built upon RecBole for cross-domain recommendation algorithms

Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling (ACL-2020)

Code & Data for our Paper "NaSGEC: Multi-Domain Chinese Grammatical Error Correction for Native Speaker Texts" (ACL 2023 Findings)

[IJCAI 2021 & AIJ 2023] Cross-Domain Few-Shot Classification via Adversarial Task Augmentation

Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnosis problem.

This is the code for the paper "Jinkai Zheng, Xinchen Liu, Chenggang Yan, Jiyong Zhang, Wu Liu, Xiaoping Zhang and Tao Mei: TraND: Transferable Neighborhood Discovery for Unsupervised Cross-domain Gait Recognition. ISCAS 2021" (Best Paper Award - Honorable Mention)

This repo is the official implementation of iSeg: An Iterative Refinement-based Framework for Training-free Segmentation. Now We provide an interactive demo and the other part will be released as soon as possible.

(NeurIPS 2022) Understanding Cross-Domain Few-Shot Learning Based on Domain Similarity and Few-Shot Difficulty

Multi-domain Recommendation with Adapter Tuning

Original Implementation of Improving Domain-Adapted Sentiment Classification by Deep Adversarial Mutual Learning publicized in AAAI-2020

Dual Adaptive Representation Alignment for Cross-domain Few-shot Learning TPAMI 2023

MoLE: Cross-Domain Label-Adaptive Stance Detection

[ACL'19] Code for "Semi-supervised Domain Adaptation for Dependency Parsing"

BiCross (Unsupervised Spike Depth Estimation via Cross-modality Cross-domain Knowledge Transfer).