5 papers
VIIS: Visible and Infrared Information Synthesis for Severe Low-light Image Enhancement
Chen Zhao, Mengyuan Yu, Fan Yang +1
Images captured in severe low-light circumstances often suffer from significant information absence. Existing singular modality image enhancement methods struggle to restore image…
Learning Fair Invariant Representations under Covariate and Correlation Shifts Simultaneously
Dong Li, Chen Zhao, Minglai Shao +1
Achieving the generalization of an invariant classifier from training domains to shifted test domains while simultaneously considering model fairness is a substantial and complex c…
HDR Imaging for Dynamic Scenes with Events
Li Xiaopeng, Zeng Zhaoyuan, Fan Cien +3
High dynamic range imaging (HDRI) for real-world dynamic scenes is challenging because moving objects may lead to hybrid degradation of low dynamic range and motion blur. Existing…
Your Co-Workers Matter: Evaluating Collaborative Capabilities of Language Models in Blocks World
Guande Wu, Chen Zhao, Claudio Silva +1
Language agents that interact with the world on their own have great potential for automating digital tasks. While large language model (LLM) agents have made progress in understan…
Towards Fair Disentangled Online Learning for Changing Environments
Chen Zhao, Feng Mi, Xintao Wu +4
In the problem of online learning for changing environments, data are sequentially received one after another over time, and their distribution assumptions may vary frequently. Alt…