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Greetings! I'm currently a PhD student in University of Science and Technology of China.

My research interest includes:

• image semantic segmentation
• domain adaptation/generalization
• parameter-efficient fine-tuning
• vision foundation models

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

• Personal Pages: zxwei.site (updated recently🔥)
• Google Scholar: Zhixiang Wei

• 2024.02: 🔥 Rein is accepted in CVPR 2024! [Project Page]

• 2024.01: 🔥 Rein achieves SOTA in Cityscapes $\rightarrow$ ACDC test set generalization!

• 2024.01: 🔥 MPI is released and achieves strong performance in zero-shot denoising!

• 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.