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Workshop
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StepCountJITAI: simulation environment for RL with application to physical activity adaptive intervention
Karine Karine · Benjamin Marlin
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Workshop
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A perspective on symbolic machine learning in physical sciences
Nour Makke · Sanjay Chawla
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Poster
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Fri 16:30
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A General Protocol to Probe Large Vision Models for 3D Physical Understanding
Guanqi Zhan · Chuanxia Zheng · Weidi Xie · Andrew Zisserman
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Workshop
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Taylor Mode Neural Operators: Enhancing Computational Efficiency in Physics-Informed Neural Operators
Anas Jnini · Flavio Vella
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Poster
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Thu 16:30
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Towards training digitally-tied analog blocks via hybrid gradient computation
Timothy Nest · Maxence Ernoult
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Poster
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Thu 11:00
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MotionCraft: Physics-Based Zero-Shot Video Generation
Antonio Montanaro · Luca Savant Aira · Emanuele Aiello · Diego Valsesia · Enrico Magli
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Poster
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Fri 16:30
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CryoGEM: Physics-Informed Generative Cryo-Electron Microscopy
Jiakai Zhang · Qihe Chen · Yan Zeng · Wenyuan Gao · Xuming He · Zhijie Liu · Jingyi Yu
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Poster
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Fri 16:30
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What is my quantum computer good for? Quantum capability learning with physics-aware neural networks
Daniel Hothem · Ashe Miller · Timothy Proctor
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Poster
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Physics-informed Neural Networks for Functional Differential Equations: Cylindrical Approximation and Its Convergence Guarantees
Taiki Miyagawa · Takeru Yokota
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Workshop
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Shaping Flames with Differentiable Physics Simulations
Laura Leja · Kārlis Freivalds · Oskars Teikmanis
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Workshop
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A Theory of Initialisation's Impact on Specialisation
Devon Jarvis · Sebastian Lee · Clémentine Dominé · Andrew Saxe · Stefano Sarao Mannelli
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Poster
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Fri 11:00
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Optimal-state Dynamics Estimation for Physics-based Human Motion Capture from Videos
Cuong Le · John Viktor Johansson · Manon Kok · Bastian Wandt
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