most citedEnhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement

3 citations · 4 across the 3 of their papers we have counts for

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cs.CV2026

VIVID-Med: LLM-Supervised Structured Pretraining for Deployable Medical ViTs

Xiyao Wang, Xiaoyu Tan, Yang Dai +3

Vision-language pretraining has driven significant progress in medical image analysis. However, current methods typically supervise visual encoders using one-hot labels or free-for…

cs.CV2024★ 3 cited

Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement

Xiyao Wang, Jiuhai Chen, Zhaoyang Wang +8

Large vision-language models (LVLMs) have achieved impressive results in visual question-answering and reasoning tasks through vision instruction tuning on specific datasets. Howev…