2 papers
cs.CV2026
Learning When to Listen: Gated Affect Fusion for Human Motion Prediction
Jingni Huang
Human motion forecasting in unconstrained real-world videos remains challenging due to the ambiguity of future behaviors and the presence of noisy multimodal observations. While fa…
cs.CV2026
Emotion-Conditioned Short-Horizon Human Pose Forecasting with a Lightweight Predictive World Model
Jingni Huang, Peter Bloodsworth
Short-term human pose prediction plays a crucial role in interactive systems, assistive robots, and emotion-aware human-computer interaction[1-3]. While current trajectory predicti…