2025 "amortized inference" Papers

6 papers found

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Conference

AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

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Adaptive teachers for amortized samplers

Minsu Kim, Sanghyeok Choi, Taeyoung Yun et al.

ICLR 2025posterarXiv:2410.01432
15
citations

In-Context Learning of Stochastic Differential Equations with Foundation Inference Models

Patrick Seifner, Kostadin Cvejoski, David Berghaus et al.

NEURIPS 2025posterarXiv:2502.19049
5
citations

Inductive Domain Transfer In Misspecified Simulation-Based Inference

Ortal Senouf, Antoine Wehenkel, Cédric Vincent-Cuaz et al.

NEURIPS 2025posterarXiv:2508.15593

Noise Hypernetworks: Amortizing Test-Time Compute in Diffusion Models

Luca Eyring, Shyamgopal Karthik, Alexey Dosovitskiy et al.

NEURIPS 2025posterarXiv:2508.09968
10
citations

Self-Improvement in Language Models: The Sharpening Mechanism

Audrey Huang, Adam Block, Dylan Foster et al.

ICLR 2025posterarXiv:2412.01951
55
citations

Zero-shot Imputation with Foundation Inference Models for Dynamical Systems

Patrick Seifner, Kostadin Cvejoski, Antonia Körner et al.

ICLR 2025posterarXiv:2402.07594
9
citations