Spotlight "diffusion models" Papers

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Ambient Diffusion Omni: Training Good Models with Bad Data

Giannis Daras, Adrian Rodriguez-Munoz, Adam Klivans et al.

NeurIPS 2025spotlightarXiv:2506.10038

Color Conditional Generation with Sliced Wasserstein Guidance

Alexander Lobashev, Maria Larchenko, Dmitry Guskov

NeurIPS 2025spotlightarXiv:2503.19034

OCTDiff: Bridged Diffusion Model for Portable OCT Super-Resolution and Enhancement

Ye Tian, Angela McCarthy, Gabriel Gomide et al.

NeurIPS 2025spotlight

FiT: Flexible Vision Transformer for Diffusion Model

Zeyu Lu, ZiDong Wang, Di Huang et al.

ICML 2024spotlight

Test-Time Degradation Adaptation for Open-Set Image Restoration

Yuanbiao Gou, Haiyu Zhao, Boyun Li et al.

ICML 2024spotlight

Time Weaver: A Conditional Time Series Generation Model

Sai Shankar Narasimhan, Shubhankar Agarwal, Oguzhan Akcin et al.

ICML 2024spotlight