2 papers
cs.CV2026
LPM: Industrial-Scale Generative Video Restoration
Bichuan Zhu, Fulin Li, Jiachao Gong +14
We present the Large Processing Model (LPM), a diffusion-based generative framework for photorealistic video restoration under complex, in-the-wild degradations. To our knowledge,…
cs.SD2026
Enhancing Flow Matching with A Unified Guidance Framework for Efficient and Robust Speech Synthesis
Zuda Yu, Qianhui Xu, Ting Chen +5
Flow Matching (FM) has emerged as a powerful paradigm for speech generation but remains constrained by high inference latency and timbre leakage. To address these bottlenecks, we p…