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109 Results
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Workshop
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ML Force Fields for Computational NMR Spectra of Dynamic Materials across Time-Scales Lars L Schaaf · Benjamin Rhodes · Mary Zick · Suzi Pugh · Jordon Hilliard · Shivani Sharma · Casey Wade · Phillip Milner · Gabor Csanyi · Alex Forse |
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Poster
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Wed 11:00 |
Active learning of neural population dynamics using two-photon holographic optogenetics Andrew Wagenmaker · Lu Mi · Marton Rozsa · Matthew Bull · Karel Svoboda · Kayvon Daie · Matthew Golub · Kevin Jamieson |
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Poster
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Thu 11:00 |
DynaMITE-RL: A Dynamic Model for Improved Temporal Meta-Reinforcement Learning Anthony Liang · Guy Tennenholtz · Chih-wei Hsu · Yinlam Chow · Erdem Bıyık · Craig Boutilier |
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Poster
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Thu 16:30 |
Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space Core Francisco Park · Maya Okawa · Andrew Lee · Ekdeep S Lubana · Hidenori Tanaka |
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Poster
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Thu 11:00 |
Identifying Equivalent Training Dynamics William Redman · Juan Bello-Rivas · Maria Fonoberova · Ryan Mohr · Yannis Kevrekidis · Igor Mezic |
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Poster
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Wed 16:30 |
DEL: Discrete Element Learner for Learning 3D Particle Dynamics with Neural Rendering JIAXU WANG · Jingkai SUN · ziyi Zhang · Junhao He · Qiang Zhang · Mingyuan Sun · Renjing Xu |
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Poster
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Fri 11:00 |
Local to Global: Learning Dynamics and Effect of Initialization for Transformers Ashok Vardhan Makkuva · Marco Bondaschi · Adway Girish · Alliot Nagle · Hyeji Kim · Michael Gastpar · Chanakya Ekbote |
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Poster
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Fri 16:30 |
Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation Wangbo Zhao · Jiasheng Tang · Yizeng Han · Yibing Song · Kai Wang · Gao Huang · Fan Wang · Yang You |
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Poster
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HHD-GP: Incorporating Helmholtz-Hodge Decomposition into Gaussian Processes for Learning Dynamical Systems Hao Xu · Jia Pan |
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Poster
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Thu 11:00 |
CooHOI: Learning Cooperative Human-Object Interaction with Manipulated Object Dynamics Jiawei Gao · Ziqin Wang · Zeqi Xiao · Jingbo Wang · Tai WANG · Jinkun Cao · Xiaolin Hu · Si Liu · Jifeng Dai · Jiangmiao Pang |
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Competition
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Sat 13:30 |
NeurIPS 2024 ML4CFD Competition: Harnessing Machine Learning for Computational Fluid Dynamics in Airfoil Design Mouadh Yagoubi · David Danan · Milad LEYLI ABADI · Jean-Patrick Brunet · Jocelyn Mazari · Florent Bonnet · maroua gmati · Asma Farjallah · Paola Cinnella · Patrick Gallinari · Marc Schoenauer |
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Workshop
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The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning Ruben Ohana · Michael McCabe · Lucas Meyer · Rudy Morel · Fruzsina Agocs · Miguel Beneitez · Marsha Berger · Blakesly Burkhart · Stuart Dalziel · Drummond Fielding · Daniel Fortunato · Jared Goldberg · Keiya Hirashima · Yan-Fei Jiang · Rich Kerswell · Suryanarayana Maddu · Jonah Miller · Payel Mukhopadhyay · Stefan Nixon · Jeff Shen · Romain Watteaux · Bruno Régaldo-Saint Blancard · Liam Parker · Miles Cranmer · Shirley Ho |