Yirui He — accepted AI-conference papers

2026

MERIT: Multi-domain Efficient RAW Image Translation

Wenjun Huang, Shenghao Fu, Yian Jin, Yang Ni, Ziteng Cui, Hanning Chen +7

CVPR 2026

RAW images captured by different camera sensors exhibit substantial domain shifts due to varying spectral responses, noise characteristics, and tone behaviors, complicating their direct use in downstream computer vision tasks. Prior methods address this problem by training domain-specific RAW-to-RAW

Cited by 0 Source ↗Scholar ↗

2025

Dr. RAW: Towards General High-Level Vision from RAW with Efficient Task Conditioning

Wenjun Huang, Ziteng Cui, Yinqiang Zheng, Yirui He, Tatsuya Harada, Mohsen Imani

NeurIPS 2025poster

We introduce Dr. RAW, a unified and tuning-efficient framework for high-level computer vision tasks directly operating on camera RAW data. Unlike previous approaches that optimize image signal processing (ISP) pipelines and fully fine-tune networks for each task, Dr. RAW achieves state-of-the-art pe…

Cited by 0 Source ↗Scholar ↗