Workshop
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Fri 8:50
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Accelerated Sampling of Rare Events using a Neural Network Bias Potential
Xinru Hua · Rasool Ahmad · Jose Blanchet · Wei Cai
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Workshop
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Zero-Shot Image Registration through Feature Extraction (ZSIR - FE): Medical Image Registration using Pre-Trained Neural Networks
Abjasree S · Avinash Kori · ganapathy krishnamurthi
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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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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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Fri 13:50
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Information-Theoretic Generalization Error Bound of Deep Neural Networks
Haiyun He · Christina Yu · Ziv Goldfeld
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Workshop
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SGD batch saturation for training wide neural networks
Chaoyue Liu · Dmitriy Drusvyatskiy · Misha Belkin · Damek Davis · Yian Ma
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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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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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Workshop
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GraphRNN Revisited: An Ablation Study and Extensions for Directed Acyclic Graphs
Maya Ravichandran · Mark Koch · Taniya Das · Nikhil Khatri
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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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Meta- (out-of-context) learning in neural networks
Dmitrii Krasheninnikov · Egor Krasheninnikov · Bruno Mlodozeniec · David Krueger
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Workshop
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Joint Group Invariant Functions on Data-Parameter Domain Induce Universal Neural Networks
Sho Sonoda · Hideyuki Ishi · Isao Ishikawa · Masahiro Ikeda
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