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cs.CV2026
Test-Time Hinting for Black-Box Vision-Language Models
Kaihua Hou, Abhijith Varma Mudunuri, Jiaxing Qiu +3
Test-time scaling (TTS) methods have proven highly effective for LLMs, yet their application to vision-language models (VLMs) remains relatively underexplored. Existing VLM TTS met…
cs.CV2026
ReasonEdit: Editing Vision-Language Models using Human Reasoning
Jiaxing Qiu, Kaihua Hou, Roxana Daneshjou +2
Model editing aims to correct errors in large, pretrained models without altering unrelated behaviors. While some recent works have edited vision-language models (VLMs), no existin…