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Jinghan Xu

3 accepted papers

2026

NEC-Diff: Noise-Robust Event-RAW Complementary Diffusion for Seeing Motion in Extreme Darkness

CVPR 2026

High-quality imaging of dynamic scenes in extremely low-light conditions is highly challenging. Photon scarcity induces severe noise and texture loss, causing significant image degradation. Event cameras, featuring a high dynamic range (120 dB) and high sensitivity to motion, serve as powerful compl

Cited by 0SourcecodeScholar
2025

DEEPER Insight into Your User: Directed Persona Refinement for Dynamic Persona Modeling

ACL 2025long

To advance personalized applications such as recommendation systems and user behavior prediction, recent research increasingly adopts large language models (LLMs) for human-readable persona modeling. In dynamic real-world scenarios, effective persona modeling necessitates leveraging streaming behavi…

2025

TimeTracker: Event-based Continuous Point Tracking for Video Frame Interpolation with Non-linear Motion

CVPR 2025poster

Video frame interpolation (VFI) that leverages the bio-inspired event cameras as guidance has recently shown better performance and memory efficiency than the frame-based methods, thanks to the event cameras' advantages, such as high temporal resolution. A hurdle for event-based VFI is how to effect…

Cited by 0SourcePDFScholar