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104 Results
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Workshop
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Simulation-based inference of the 2D ex-situ stellar mass fraction distribution of galaxies using variational autoencoders Eirini Angeloudi · Marc Huertas-Company · Jesús Falcón-Barroso · Regina Sarmiento · Daniel Walo-Martín · Annalisa Pillepich · Jesús Vega Ferrero |
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Workshop
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Evaluating vaccine allocation strategies using simulation-assisted causal modelling Armin Kekić · Jonas Dehning · Luigi Gresele · Julius von Kügelgen · Viola Priesemann · Bernhard Schölkopf |
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Poster
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Tue 9:00 |
Revisiting Non-Parametric Matching Cost Volumes for Robust and Generalizable Stereo Matching Kelvin Cheng · Tianfu Wu · Christopher Healey |
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Poster
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Wed 9:00 |
Contrastive Neural Ratio Estimation Benjamin K Miller · Christoph Weniger · Patrick Forré |
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Workshop
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A Trust Crisis In Simulation-Based Inference? Your Posterior Approximations Can Be Unfaithful Joeri Hermans · Arnaud Delaunoy · François Rozet · Antoine Wehenkel · Volodimir Begy · Gilles Louppe |
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Workshop
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Forces are not Enough: Benchmark and Critical Evaluation for Machine Learning Force Fields with Molecular Simulations Xiang Fu · Zhenghao Wu · Wujie Wang · Tian Xie · Sinan Keten · Rafael Gomez-Bombarelli · Tommi Jaakkola |
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Poster
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Tue 9:00 |
Efficient identification of informative features in simulation-based inference Jonas Beck · Michael Deistler · Yves Bernaerts · Jakob H Macke · Philipp Berens |
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Poster
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Thu 14:00 |
Simulation-guided Beam Search for Neural Combinatorial Optimization Jinho Choo · Yeong-Dae Kwon · Jihoon Kim · Jeongwoo Jae · André Hottung · Kevin Tierney · Youngjune Gwon |
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Poster
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Tue 14:00 |
Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation Arnaud Delaunoy · Joeri Hermans · François Rozet · Antoine Wehenkel · Gilles Louppe |
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Poster
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Tue 9:00 |
Truncated proposals for scalable and hassle-free simulation-based inference Michael Deistler · Pedro Goncalves · Jakob H Macke |
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Workshop
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Domain Adaptation for Simulation-Based Dark Matter Searches with Strong Gravitational Lensing Pranath Reddy Kumbam · Sergei Gleyzer · Michael Toomey · Marcos Tidball |
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Workshop
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Score Modeling for Simulation-based Inference Tomas Geffner · George Papamakarios · Andriy Mnih |