3 papers
cs.CV2026
CDPR: Cross-modal Diffusion with Polarization for Reliable Monocular Depth Estimation
Rongjia Yu, Tong Jia, Hao Wang +4
Monocular depth estimation is a fundamental yet challenging task in computer vision, especially under complex conditions such as textureless surfaces, transparency, and specular re…
cs.LG2024
Few-Shot Class-Incremental Learning with Non-IID Decentralized Data
Cuiwei Liu, Siang Xu, Huaijun Qiu +3
Few-shot class-incremental learning is crucial for developing scalable and adaptive intelligent systems, as it enables models to acquire new classes with minimal annotated data whi…
cs.CV2024
Enhancing Action Recognition from Low-Quality Skeleton Data via Part-Level Knowledge Distillation
Cuiwei Liu, Youzhi Jiang, Chong Du +1
Skeleton-based action recognition is vital for comprehending human-centric videos and has applications in diverse domains. One of the challenges of skeleton-based action recognitio…