14 citations · 25 across the 11 of their papers we have counts for
4 papers · 1 filter
Investigating Spatiotemporal Redundancy in Video Transformer for Collision Anticipation
Xiaoshan Zhou
In worker-equipment proximity monitoring, video transformers are widely used for collision anticipation and have demonstrated strong performance. However, their accuracy comes with…
CrisisFake: Benchmark Validity of AI-Generated Text Detection for Disaster Social Sensing
Xiaoshan Zhou, Zaifu Zhan
Disaster social sensing converts public social-media posts into evidence for situational awareness and humanitarian response, but plausible LLM-generated posts can contaminate this…
ConsensusTAS: Self-Supervised Temporal Action Segmentation for Long-Horizon Construction Videos
Xiaoshan Zhou, Yafei Sun
Recognizing sequential construction activities is important for collaborative human-robot work; for example, robots are able to understand workers' current and upcoming actions and…
Self-Supervised Evolutionary Learning of Neurodynamic Progression and Identity Manifolds from EEG During Safety-Critical Decision Making
Xiaoshan Zhou, Carol C. Menassa, Vineet R. Kamat
Human-vehicle interaction in safety-critical traffic environments increasingly incorporates neural sensing to infer user intent and cognitive state, yet most existing approaches ei…