作者位次 #2/4ACL 2026Poster· Natural Language Processing
How Do Inpainting Artifacts Propagate to Language?
Pratham Yashwante · Davit Abrahamyan · Shresth Grover · Sukruth Rao
摘要
We study how visual artifacts introduced by diffusion-based inpainting affect language generation in vision-language models. We use a two-stage diagnostic setup in which masked image regions are reconstructed and then provided to captioning models, enabling controlled comparisons between captions...