6 citations · 13 across the 4 of their papers we have counts for
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cs.CV2025
Beyond Semantics: Rediscovering Spatial Awareness in Vision-Language Models
Jianing Qi, Jiawei Liu, Hao Tang +1
Vision Language Models (VLMs) excel at identifying and describing objects but often fail at spatial reasoning. We study why VLMs, such as LLaVA, underutilize spatial cues despite h…
cs.CV2024★ 6 cited
GMC: A General Framework of Multi-stage Context Learning and Utilization for Visual Detection Tasks
Xuan Wang, Hao Tang, Zhigang Zhu
Various contextual information has been employed by many approaches for visual detection tasks. However, most of the existing approaches only focus on specific context for specific…
cs.CV2019★ 5 cited
Improving Dense Crowd Counting Convolutional Neural Networks using Inverse k-Nearest Neighbor Maps and Multiscale Upsampling
Greg Olmschenk, Hao Tang, Zhigang Zhu
Gatherings of thousands to millions of people frequently occur for an enormous variety of events, and automated counting of these high-density crowds is useful for safety, manageme…