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Poster
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Wed 8:45
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Latent Field Discovery in Interacting Dynamical Systems with Neural Fields
Miltiadis (Miltos) Kofinas · Erik Bekkers · Naveen Nagaraja · Efstratios Gavves
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Workshop
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Rapid Fitting of Band-Excitation Piezoresponse Force Microscopy Using Physics Constrained Unsupervised Neural Networks
Alibek T Kaliyev · Shuyu Qin · Yichen Guo · Seda Memik · Michael Mahoney · Amir Gholami · Nhan Tran · Martin Takac · Joshua Agar
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Workshop
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Fri 7:50
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Investigating extrapolation and low-data challenges via contrastive learning of chemical compositions
Federico Ottomano · Giovanni De Felice · Rahul Savani · Vladimir Gusev · Matthew Rosseinsky
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Workshop
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Eco-Comp: Towards Responsible Computing in Materials Science
Sai S Lingampalli · El Tayeb Bentria · Fadwa El Mellouhi
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Workshop
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Sat 9:25
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Expanding Spiking Neural Networks With Dendrites for Deep Learning
Mark Plagge · Suma Cardwell · Frances Chance
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Workshop
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DFT Hamiltonian Neural Network Training with Semi-supervised Learning
Yucheol Cho · Guenseok Choi · Gyeongdo Ham · Mincheol Shin · Dae-Shik Kim
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Workshop
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Invertible normalizing flow neural networks by JKO scheme
Chen Xu · Xiuyuan Cheng · Yao Xie
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Workshop
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A Theory of Non-Linear Feature Learning with One Gradient Step in Two-Layer Neural Networks
Behrad Moniri · Donghwan Lee · Hamed Hassani · Edgar Dobriban
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Workshop
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On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective
Mathieu Serrurier · Franck Mamalet · Thomas FEL · Louis Béthune · Thibaut Boissin
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Affinity Workshop
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Explaining Drug Repositioning: A Case-Based Reasoning Graph Neural Network Approach
Adriana Carolina Gonzalez Cavazos
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Workshop
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CoNO: Complex Neural Operator for Continuous Dynamical Systems
Karn Tiwari · N M Anoop Krishnan · Prathosh AP
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Workshop
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Predicting Adsorption Energies for Catalyst Screening with Transfer Learning Using Crystal Hamiltonian Graph Neural Network
Angelina Chen · Hui Zheng · Paula Harder
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