3 citations · 6 across the 10 of their papers we have counts for
5 papers · 1 filter
Representing short-term movement to reveal animal identity and learning progress
Ping Zhang, Quang-Huy Nguyen, Yingtie Lei +5
How learning progresses over time and varies across individuals is a longstanding question in cognitive and behavioral science. However, a major challenge is identifying observable…
Ontic state recovery through prediction
Ping Zhang, Quang-Huy Nguyen, Yingtie Lei +1
We encounter a system through its responses, yet its state concerns how the system is. Predicting further responses promises knowledge beyond what is immediately observed. What tha…
Probing Identity-Specific Motion Signatures: A Controlled Diagnostic Study
Yingtie Lei, Fangxun Liu, Baicheng Wu +13
Identity recognition (e.g., person, animal re-identification) has traditionally relied heavily on static appearance cues. Yet motion--consistent, individual-specific dynamics--can…
QuantVLA: Scale-Calibrated Post-Training Quantization for Vision-Language-Action Models
Jingxuan Zhang, Yunta Hsieh, Zhongwei Wan +5
Vision-language-action (VLA) models unify perception, language, and control for embodied agents but face significant challenges in practical deployment due to rapidly increasing co…
ProMist-5K: A Comprehensive Dataset for Digital Emulation of Cinematic Pro-Mist Filter Effects
Yingtie Lei, Zimeng Li, Chi-Man Pun +3
Pro-Mist filters are widely used in cinematography for their ability to create soft halation, lower contrast, and produce a distinctive, atmospheric style. These effects are diffic…