4 accepted papers
Rare diseases, despite their low individual incidence, collectively impact around 300 million people worldwide due to the vast number of diseases. The involvement of multiple organs and systems, and the shortage of specialized doctors with relevant experience, make diagnosing and treating rare disea
In recent years, the parameters of backbones of Video Understanding tasks continue to increase and even reach billion-level. Whether fine-tuning a specific task on the Video Foundation Models(VFMs) or pre-training the model designed for the specific task, incurs significant overhead. How to enable t…
Video summarization involves creating a succinct overview by merging the valuable parts of a video. Existing video summarization methods approach this task as a problem of selecting keyframes by frame- and shot-level techniques with unimodal or bimodal information. Besides underestimated inter-relat…
Leveraging advanced reasoning capabilities and extensive world knowledge of large language models (LLMs) to construct generative agents for solving complex real-world problems is a major trend. However, LLMs inherently lack embodiment as humans, resulting in suboptimal performance in many embodied d…