Language-Instructed Vision Embeddings for Controllable and Generalizable Perception

Chengzhi Mao, Xudong Lin, Wen-Sheng Chu

Vision foundation models are typically trained as static feature extractors, placing the burden of task adaptation onto large downstream models. We propose an alternative paradigm:…