2025 Spotlight "diffusion models" Papers

6 papers found

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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

DEXTER: Diffusion-Guided EXplanations with TExtual Reasoning for Vision Models

Simone Carnemolla, Matteo Pennisi, Sarinda Samarasinghe et al.

NeurIPS 2025spotlightarXiv:2510.14741

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

Ye Tian, Angela McCarthy, Gabriel Gomide et al.

NeurIPS 2025spotlight

SGCD: Stain-Guided CycleDiffusion for Unsupervised Domain Adaptation of Histopathology Image Classification

Hsi-Ling Chen, Chun-Shien Lu, Pau-Choo Chung

NeurIPS 2025spotlight

Shallow Diffuse: Robust and Invisible Watermarking through Low-Dim Subspaces in Diffusion Models

Wenda Li, Huijie Zhang, Qing Qu

NeurIPS 2025spotlight