2 papers
cs.CV2026
NeR-SC: Adapting Neural Video Representation to Screen Content
Ruohan Shi, Jiaoyan Zhao, Haogang Feng
Implicit neural representations have emerged as a promising paradigm for video compression, with recent methods achieving competitive performance on natural video. However, screen…
cs.CV2026
IBCapsNet: Information Bottleneck Capsule Network for Noise-Robust Representation Learning
Canqun Xiang, Chen Yang, Jiaoyan Zhao
Capsule networks (CapsNets) are superior at modeling hierarchical spatial relationships but suffer from two critical limitations: high computational cost due to iterative dynamic r…