My Vision, Computer Vision

Scaling Up Visual and Vision-Language Representation Learning With Noisy Text SupervisionPre-trained representations are becoming crucial for many NLP and perception tasks. While representation learning in NLP has transitioned to training on raw text without human annotations, visual and vision-language representations still rely heavily on cuarxiv.org AbstractNLP에서 Representation Learning은, 사람의..

VGA: Vision GUI Assistant -- Minimizing Hallucinations through Image-Centric Fine-TuningRecent advances in Large Vision-Language Models (LVLMs) have significantly improve performance in image comprehension tasks, such as formatted charts and rich-content images. Yet, Graphical User Interface (GUI) pose a greater challenge due to their structuarxiv.orgAbstract기존 VLM은 시각적 입력을 무시하고 텍스트에 과도하게 의존하는 경..