Anurag Bagchi

ReferEverything: Towards Segmenting Everything We Can Speak of in Videos

We present REM, a framework for segmenting a wide range of concepts in video that can be described through natural language. Our method leverages the universal visual-language mapping learned by video diffusion models on Internet-scale data by fine-tuning them on small-scale Referring Object Segment…