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cs.CV2025
TS-Diff: Two-Stage Diffusion Model for Low-Light RAW Image Enhancement
Yi Li, Zhiyuan Zhang, Jiangnan Xia +5
This paper presents a novel Two-Stage Diffusion Model (TS-Diff) for enhancing extremely low-light RAW images. In the pre-training stage, TS-Diff synthesizes noisy images by constru…
cs.CV2025
HDiffTG: A Lightweight Hybrid Diffusion-Transformer-GCN Architecture for 3D Human Pose Estimation
Yajie Fu, Chaorui Huang, Junwei Li +4
We propose HDiffTG, a novel 3D Human Pose Estimation (3DHPE) method that integrates Transformer, Graph Convolutional Network (GCN), and diffusion model into a unified framework. HD…