2025
ERICT: Enhancing Robustness by Identifying Concept Tokens in Zero-Shot Vision Language Models
ICML 2025poster
Pre-trained vision-language models (VLMs) have revolutionized the field of machine learning, demonstrating exceptional performance across a wide range of tasks. However, their robustness remains vulnerable to the spurious-correlation problem. Existing works often involve fine-tuning the model with l…