Xueting Chen

Do-Prompt: Causal Interventions Meet Variational Prompt Bottlenecks

Multi-modal prompt learning is a parameter-efficient approach to adapt large vision--language models to downstream classification tasks. However, prompts can inadvertently evolve into a high-capacity pathway encoding environment-dependent spurious correlations that are only predictive in the source …