NeurIPS 2025 "score-based generative models" Papers

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Adversary Aware Optimization for Robust Defense

Daniel Wesego, Pedram Rooshenas

NeurIPS 2025poster

Approximation and Generalization Abilities of Score-based Neural Network Generative Models for Sub-Gaussian Distributions

Guoji Fu, Wee Sun Lee

NeurIPS 2025posterarXiv:2505.10880

BundleFlow: Deep Menus for Combinatorial Auctions by Diffusion-Based Optimization

Tonghan Wang, Yanchen Jiang, David Parkes

NeurIPS 2025posterarXiv:2502.15283
1
citations

Generating Informative Samples for Risk-Averse Fine-Tuning of Downstream Tasks

Heasung Kim, Taekyun Lee, Hyeji Kim et al.

NeurIPS 2025spotlight

Preconditioned Langevin Dynamics with Score-based Generative Models for Infinite-Dimensional Linear Bayesian Inverse Problems

Lorenzo Baldassari, Josselin Garnier, Knut Solna et al.

NeurIPS 2025spotlightarXiv:2505.18276
1
citations

System-Embedded Diffusion Bridge Models

Bartlomiej Sobieski, Matthew Tivnan, Yuang Wang et al.

NeurIPS 2025posterarXiv:2506.23726
1
citations