Contrast-Aware Calibration for Fine-Tuned CLIP: Leveraging Image-Text Alignment

Authors: Lv, Song-Lin, Chen, Yu-Yang, Zhou, Zhi, Li, Yu-Feng, Guo, Lan-Zhe

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2501.19060

BMIP: Bi-directional Modality Interaction Prompt Learning for VLM

Authors: Lv, Song-Lin, Chen, Yu-Yang, Zhou, Zhi, Yang, Ming, Guo, Lan-Zhe

Subject Terms: Computer Science - Machine Learning, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2501.07769