"deterministic sampling" Papers

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Learning Few-Step Diffusion Models by Trajectory Distribution Matching

Yihong Luo, Tianyang Hu, Jiacheng Sun et al.

ICCV 2025arXiv:2503.06674
13
citations

SoundCTM: Unifying Score-based and Consistency Models for Full-band Text-to-Sound Generation

Koichi Saito, Dongjun Kim, Takashi Shibuya et al.

ICLR 2025arXiv:2405.18503
10
citations

Learning from Integral Losses in Physics Informed Neural Networks

Ehsan Saleh, Saba Ghaffari, Timothy Bretl et al.

ICML 2024arXiv:2305.17387
6
citations

SinSR: Diffusion-Based Image Super-Resolution in a Single Step

Yufei Wang, Wenhan Yang, Xinyuan Chen et al.

CVPR 2024arXiv:2311.14760
226
citations