2 papers
cs.LG2026
OpenAVS: Training-Free Open-Vocabulary Audio Visual Segmentation with Foundational Models
Shengkai Chen, Yifang Yin, Jinming Cao +3
Audio-visual segmentation aims to separate sounding objects from videos by predicting pixel-level masks based on audio signals. Existing methods primarily concentrate on closed-set…
cs.CV2024
Manifold-Aware Local Feature Modeling for Semi-Supervised Medical Image Segmentation
Sicheng Shen, Jinming Cao, Yifang Yin +1
Achieving precise medical image segmentation is vital for effective treatment planning and accurate disease diagnosis. Traditional fully-supervised deep learning methods, though hi…