7 citations · 16 across the 8 of their papers we have counts for
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cs.CV2026
Mask What Matters: Mitigating Object Hallucinations in Multimodal Large Language Models with Object-Aligned Visual Contrastive Decoding
Boqi Chen, Xudong Liu, Jianing Qiu
We study object hallucination in Multimodal Large Language Models (MLLMs) and improve visual contrastive decoding (VCD) by constructing an object-aligned auxiliary view. We leverag…
cs.CV2022★ 3 cited
Dual-Flattening Transformers through Decomposed Row and Column Queries for Semantic Segmentation
Ying Wang, Chiuman Ho, Wenju Xu +3
It is critical to obtain high resolution features with long range dependency for dense prediction tasks such as semantic segmentation. To generate high-resolution output of size $H…