3 papers
cs.NE2025
Probing the Representational Geometry of Color Qualia: Dissociating Pure Perception from Task Demands in Brains and AI Models
Jing Xu
Probing the computational underpinnings of subjective experience, or qualia, remains a central challenge in cognitive neuroscience. This project tackles this question by performing…
cs.RO2025
Robot Learning with Sparsity and Scarcity
Jingxi Xu
Unlike in language or vision, one of the fundamental challenges in robot learning is the lack of access to vast data resources. We can further break down the problem into (1) data…
cs.CV2025
Video Individual Counting With Implicit One-to-Many Matching
Xuhui Zhu, Jing Xu, Bingjie Wang +2
Video Individual Counting (VIC) is a recently introduced task that aims to estimate pedestrian flux from a video. It extends conventional Video Crowd Counting (VCC) beyond the per-…