Yixin Yang is a Ph.D. Student at the Camera Intelligence Lab, National Engineering Research Center of Visual Technology, School of Computer Science, Peking University.
Experience
Ph.D. Student
Bachelor
Posts
Projects
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We propose a multimodal learning framework for event guided HDR video reconstruction, which including multimodal representation alignment, confidence guided multimodal fusion and temporal context encoding. The proposed HDRev-Net demonstrates state-of-the-art performance quantitatively and qualitatively for both synthetic and real-world data.
Publications
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(2025).
Event-guided HDR Reconstruction with Diffusion Priors.
Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV).
(2025).
Polarimetric Neural Field with Unified Complex-Valued Wavefunction.
Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV).
(2025).
Monochromatic Event Guided Image Deblurring with Event-triggering-aware Decomposition.
Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshop MIPI.
(2025).
EDeF-Net: Spatio-temporal Association Network for Flicker Removal in Event Streams.
ACM Multimedia 2025.
(2025).
EventAid: Benchmarking event-aided image/video enhancement algorithms with real-captured hybrid dataset.
IEEE Transactions on Pattern Analysis and Machine Intelligence.
- yangyixin93@pku.edu.cn
- No. 5 Yiheyuan Road, Beijing, Haidian 100871