3 papers
cs.CV2026
Fine-grained Human Motion Understanding with Language Models
Thomas Markhorst, Zhi-Yi Lin, Jouh Yeong Chew +2
In this work, we propose \methodname, an LLM-based model for fine-grained human motion understanding that represents motion as a sequence of skeletal poses with explicit timestamps…
cs.CV2026
PolySLGen: Online Multimodal Speaking-Listening Reaction Generation in Polyadic Interaction
Zhi-Yi Lin, Thomas Markhorst, Jouh Yeong Chew +1
Human-like multimodal reaction generation is essential for natural group interactions between humans and embodied AI. However, existing approaches are limited to single-modality or…
cs.CV2026
MuPPet: Multi-person 2D-to-3D Pose Lifting
Thomas Markhorst, Zhi-Yi Lin, Jouh Yeong Chew +2
Multi-person social interactions are inherently built on coherence and relationships among all individuals within the group, making multi-person localization and body pose estimati…