"one-step denoising" Papers

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High-Precision Dichotomous Image Segmentation via Probing Diffusion Capacity

Qian Yu, Peng-Tao Jiang, Hao Zhang et al.

ICLR 2025arXiv:2410.10105
5
citations

OSCAR: One-Step Diffusion Codec Across Multiple Bit-rates

Jinpei Guo, Yifei Ji, Zheng Chen et al.

NEURIPS 2025arXiv:2505.16091
8
citations

PassionSR: Post-Training Quantization with Adaptive Scale in One-Step Diffusion based Image Super-Resolution

Zhu Li Bo, Jianze Li, Haotong Qin et al.

CVPR 2025arXiv:2411.17106
10
citations

StableCodec: Taming One-Step Diffusion for Extreme Image Compression

Tianyu Zhang, Xin Luo, Li Li et al.

ICCV 2025arXiv:2506.21977
7
citations