Adapting Vision-Language Models Without Labels: A Comprehensive Survey Paper • 2508.05547 • Published Aug 7 • 11
To Trust Or Not To Trust Your Vision-Language Model's Prediction Paper • 2505.23745 • Published May 29 • 4
MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities Paper • 2405.17419 • Published May 27, 2024
SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization Paper • 2310.19795 • Published Oct 30, 2023
Extremely Simple Multimodal Outlier Synthesis for Out-of-Distribution Detection and Segmentation Paper • 2505.16985 • Published May 22 • 1