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Poster
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Mon 2:30
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Dynamic Update-to-Data Ratio: Minimizing World Model Overfitting
Nicolai Dorka · Tim Welschehold · Wolfram Burgard
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Workshop
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Unsupervised Object Interaction Learning with Counterfactual Dynamics Models
Jongwook Choi · Sungtae Lee · Xinyu Wang · Sungryull Sohn · Honglak Lee
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Workshop
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[Remote poster] Guaranteed Conformance of Neurosymbolic Dynamics Models to Natural Constraints
Kaustubh Sridhar · Souradeep Dutta · James Weimer · Insup Lee
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Oral
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Tue 6:40
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Neural Lagrangian Schr\"{o}dinger Bridge: Diffusion Modeling for Population Dynamics
Takeshi Koshizuka · Issei Sato
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Poster
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Tue 7:30
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Neural Lagrangian Schr\"{o}dinger Bridge: Diffusion Modeling for Population Dynamics
Takeshi Koshizuka · Issei Sato
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Poster
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Mon 2:30
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Continuous-time identification of dynamic state-space models by deep subspace encoding
Gerben Izaak Beintema · Maarten Schoukens · Roland Toth
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Workshop
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Addressing multi-centre ICU prediction of heart attack and mortality with a pseudo-dynamic explainable machine learning model
Munib Mesinovic
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Workshop
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Thu 3:19
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XMI-ICU: Explainable Machine Learning Model for Pseudo-Dynamic Prediction of Mortality and Heart Attack in the ICU
Munib Mesinovic · Peter Watkinson · Tingting Zhu
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Workshop
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SE(3) Frame Equivariance in Dynamics Modeling and Reinforcement Learning
Linfeng Zhao · Jung Yeon Park · Xupeng Zhu · Robin Walters · Lawson Wong
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Workshop
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Modelling Atmospheric Dynamics with Spherical Fourier Neural Operators
Boris Bonev · Thorsten Kurth · Christian Hundt · Jaideep Pathak · Maximilian Baust · Karthik Kashinath · Anima Anandkumar
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Poster
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Wed 7:30
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SlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric Models
Ziyi Wu · Nikita Dvornik · Klaus Greff · Thomas Kipf · Animesh Garg
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Poster
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Tue 2:30
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Data Valuation Without Training of a Model
Nohyun Ki · Hoyong Choi · Hye Won Chung
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