48 citations · 48 across the 4 of their papers we have counts for
Showing cs.CVShow all
2 papers · 1 filter
cs.CV2026
Attention to details, logits to truth: visual-aware attention and logits enhancement to mitigate hallucinations in LVLMs
Jingyi Wang, Fei Li, Rujie Liu
Existing Large Vision-Language Models (LVLMs) exhibit insufficient visual attention, leading to hallucinations. To alleviate this problem, some previous studies adjust and amplify…
cs.CV2015★ 48 cited
Love Thy Neighbors: Image Annotation by Exploiting Image Metadata
Justin Johnson, Lamberto Ballan, Fei-Fei Li
Some images that are difficult to recognize on their own may become more clear in the context of a neighborhood of related images with similar social-network metadata. We build on…