WEI, ZHIXIANG w1oves

Hi there 👋

Greetings! I'm currently a PhD student at the University of Science and Technology of China. And I serve as a research intern at Tencent.

My research interest includes:

I sincerely welcome discussions and collaborations. If you're interested, please feel free to reach out to me via email.

2024.09: 🔥 Delighted to announce that Masked Pre-trained Model Enables Universal Zero-shot Denoiser were accepted by NeurIPS 2024!
2024.02: 🔥 Rein is accepted in CVPR 2024! [Project Page]
2024.01: 🔥 Rein achieves SOTA in Cityscapes $\rightarrow$ ACDC test set generalization!

2023.10: 🔥 Rein is released and achieves SOTA in domain generalized semantic segmentation!
2023.07: 🎉 DTP is accepted in ICCV 2023 and achieves SOTA in night-time and full-time semantic segmentation!
2022.10: Our DDB receives the Spotlight Award in NeurIPS 2022!
2022.09: DDB is accepted in NeurIPS 2022 and achieves SOTA with ResNet counterparts on the single-source, multi-source, and multi-target domain-adaptive semantic segmentation tasks!
2022.03: A discriminator-free adversarial domain adaptation framework DALN is accepted in CVPR 2022!

(* denotes equal contribution.)

CVPR 2024 Stronger, Fewer, & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation, Zhixiang Wei*, Lin Chen*, Yi Jin*, Xiaoxiao Ma, Tianle Liu, Pengyang Ling, et al. [Project page]
ICCV 2023 Disentangle then Parse: Night-time Semantic Segmentation with Illumination Disentanglement, Zhixiang Wei*, Lin Chen*, Tao Tu, Huaian Chen, Pengyang Ling, Yi Jin.
NIPS 2022 Spotlight Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation, Lin Chen*, Zhixiang Wei*, Xin Jin*, Huaian Chen, Miao Zheng, Kai Chen, et al.
CVPR 2022 Reusing the Task-specific Classifier as a Discriminator: Discriminator-free Adversarial Domain Adaptation, Lin Chen*, Huaian Chen*, Zhixiang Wei, Xin Jin, Xiao Tan, Yi Jin, Enhong Chen.