Domain Adaptation

PiPa: Pixel-and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation
mu-chen

Mu Chen, Zhedong Zheng, yi-yang

Tat-Seng Chua
ACM International Conference on Multimedia (ACM MM), 2023 PDF Code

Transferring to Real-World Layouts: A Depth-aware Framework for Scene Adaptation
mu-chen

Mu Chen, Zhedong Zheng, yi-yang

Yi Yang
ACM International Conference on Multimedia (ACM MM), 2024 (Oral Presentation) PDF Code

Domain-Agnostic Neural Oil Painting via Normalization Affine Test-Time Adaptation
Qichao Dong, Lingyu Liu, yaxiong-wang

Yaxiong Wang, Jason Liu, Zhedong Zheng
ACM International Conference on Multimedia (ACM MM) - BNI Track, 2025 (Oral Presentation) PDF Code

Pretrain-then-Adapt: Uncertainty-Aware Test-Time Adaptation for Text-based Person Search
Jiahao Zhang, shaofei-huang

Shaofei Huang, yaxiong-wang

Yaxiong Wang, Zhedong Zheng
ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2026

Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene Segmentation
Zhedong Zheng, yi-yang

Yi Yang
IEEE Transactions on Image Processing (TIP), 2022 PDF Code 中文解读

Camera style adaptation for person re-identification
zhun-zhong

Zhun Zhong, liang-zheng

Liang Zheng, Zhedong Zheng, shaozi-li

Yi Yang
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2018 PDF Code

Unsupervised scene adaptation with memory regularization in vivo
Zhedong Zheng, yi-yang

Yi Yang
International Joint Conference on Artificial Intelligence (IJCAI), 2020 PDF Code

Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation
Zhedong Zheng, yi-yang

Yi Yang
International Journal of Computer Vision (IJCV), 2021 PDF Code 中文解读

Minimizing the pretraining gap: Domain-aligned text-based person retrieval
shuyu-yang

Shuyu Yang, yaxiong-wang

Yaxiong Wang, Yongrui Li, Li Zhu, Zhedong Zheng
Pattern Recognition (PR), 2026 PDF Code