Sparse Autoencoders (SAEs) have recently gained attention as a means to improve the interpretability and steerability of Large Language Models (LLMs), both of which are essential for AI safety. In ...

Abstract: Vision systems that see and reason about the compositional nature of visual scenes are fundamental to understanding our world. The complex relations between objects and their locations, ...

Abstract: Existing camouflaged object detection methods often struggle with detecting small objects and fine object bound-aries. To alleviate these issues, we propose a novel hour-glass vision ...