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Workshop
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Classification under Prior Probability Shift in Simulator-Based Inference: Application to Atmospheric Cosmic-Ray Showers
Alexander Shen · Ann Lee · Luca Masserano · tommaso dorigo · Michele Doro · Rafael Izbicki
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Workshop
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SimSIMS: Simulation-based Supernova Ia Model Selection with thousands of latent variables
Konstantin Karchev · Roberto Trotta · Christoph Weniger
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Workshop
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Paper 16: Diffusion Models in Dermatological Education: Flexible High Quality Image Generation for VR-based Clinical Simulations
Leon Pielage · Paul Schmidle · Bernhard Marschall · Benjamin Risse
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Workshop
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DisCoV: Disentangling Time Series Representations via Contrastive based -Variational Inference
Khalid OUBLAL · Said Ladjal · David Benhaiem · Emmanuel LE BORGNE · François Roueff
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Workshop
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DisCoV: Disentangling Time Series Representations via Contrastive based -Variational Inference
Khalid OUBLAL · Said Ladjal · David Benhaiem · Emmanuel LE BORGNE · François Roueff
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Poster
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Wed 15:00
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Generalized Bayesian Inference for Scientific Simulators via Amortized Cost Estimation
Richard Gao · Michael Deistler · Jakob H Macke
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Poster
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Thu 15:00
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Conditional score-based diffusion models for Bayesian inference in infinite dimensions
Lorenzo Baldassari · Ali Siahkoohi · Josselin Garnier · Knut Solna · Maarten V. de Hoop
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Workshop
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Conditional score-based generative models for solving physics-based inverse problems
Agnimitra Dasgupta · Javier Murgoitio Esandi · Deep Ray · Assad Oberai
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Poster
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Thu 15:00
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AVOIDDS: Aircraft Vision-based Intruder Detection Dataset and Simulator
Elysia Smyers · Sydney Katz · Anthony Corso · Mykel J Kochenderfer
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Poster
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Thu 8:45
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Using Imperfect Surrogates for Downstream Inference: Design-based Supervised Learning for Social Science Applications of Large Language Models
Naoki Egami · Musashi Hinck · Brandon Stewart · Hanying Wei
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Workshop
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Trick or treat? Evaluating stability strategies in graph network-based simulators
Omer Rochman Sharabi · Gilles Louppe
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Workshop
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Sensitivity Analysis of Simulation-Based Inference for Galaxy Clustering
Shivam Pandey · Chirag Modi · Benjamin Wandelt · Matthew Ho · ChangHoon Hahn · Bruno Régaldo-Saint Blancard
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