2 papers
cs.CV2025
TPC: Cross-Temporal Prediction Connection for Vision-Language Model Hallucination Reduction
Chao Wang, Weiwei Fu, Yang Zhou
Vision-language models (VLMs) have achieved remarkable advancements, capitalizing on the impressive capabilities of large language models (LLMs) across diverse tasks. Despite this,…
cs.CV2025
Mitigating Hallucinations in Large Vision-Language Models with Internal Fact-based Contrastive Decoding
Chao Wang, Xuancheng Zhou, Weiwei Fu +1
Large Visual Language Models (LVLMs) integrate visual and linguistic modalities, exhibiting exceptional performance across various multimodal tasks. Nevertheless, LVLMs remain vuln…