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cs.CV2025
GRACE: Designing Generative Face Video Codec via Agile Hardware-Centric Workflow
Rui Wan, Qi Zheng, Ruoyu Zhang +6
The Animation-based Generative Codec (AGC) is an emerging paradigm for talking-face video compression. However, deploying its intricate decoder on resource and power-constrained ed…
cs.CV2024
Unicorn: Unified Neural Image Compression with One Number Reconstruction
Qi Zheng, Haozhi Wang, Zihao Liu +8
Prevalent lossy image compression schemes can be divided into: 1) explicit image compression (EIC), including traditional standards and neural end-to-end algorithms; 2) implicit im…
cs.CV2024
MWFormer: Multi-Weather Image Restoration Using Degradation-Aware Transformers
Ruoxi Zhu, Zhengzhong Tu, Jiaming Liu +2
Restoring images captured under adverse weather conditions is a fundamental task for many computer vision applications. However, most existing weather restoration approaches are on…