Teach CLIP to Develop a Number Sense for Ordinal Regression

• Published in: arXiv.org
• Main Authors: Du, Yao, Zhai, Qiang, Dai, Weihang, Li, Xiaomeng
• Format: Paper
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 07.08.2024
• Subjects: Alignment; Computer vision; Effectiveness; Regression models; Regularization

Ordinal regression is a fundamental problem within the field of computer vision, with customised well-trained models on specific tasks. While pre-trained vision-language models (VLMs) have exhibited impressive performance on various vision tasks, their potential for ordinal regression has received l...