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Workshop
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Experimental study of Neural ODE training with adaptive solver for dynamical systems modeling Alexandre Allauzen · Thiago Petrilli Maffei Dardis · Hannah De Oliveira Plath |
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Poster
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Defending Against Adversarial Attacks via Neural Dynamic System Xiyuan Li · Zou Xin · Weiwei Liu |
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Poster
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Tue 9:00 |
Hyperbolic Feature Augmentation via Distribution Estimation and Infinite Sampling on Manifolds Zhi Gao · Yuwei Wu · Yunde Jia · Mehrtash Harandi |
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Poster
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Wed 9:00 |
Constants of motion network Muhammad Firmansyah Kasim · Yi Heng Lim |
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Workshop
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A Neural ODE Interpretation of Transformer Layers Yaofeng Zhong · Tongtao Zhang · Amit Chakraborty · Biswadip Dey |
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Poster
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Wed 9:00 |
Do Residual Neural Networks discretize Neural Ordinary Differential Equations? Michael Sander · Pierre Ablin · Gabriel Peyré |
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Poster
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Thu 14:00 |
Modular Flows: Differential Molecular Generation Yogesh Verma · Samuel Kaski · Markus Heinonen · Vikas Garg |
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Workshop
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Modular Flows: Differential Molecular Generation Yogesh Verma · Samuel Kaski · Markus Heinonen · Vikas Garg |
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Poster
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Thu 9:00 |
On global convergence of ResNets: From finite to infinite width using linear parameterization Raphaël Barboni · Gabriel Peyré · Francois-Xavier Vialard |
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Poster
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Thu 9:00 |
Sparsity in Continuous-Depth Neural Networks Hananeh Aliee · Till Richter · Mikhail Solonin · Ignacio Ibarra · Fabian Theis · Niki Kilbertus |
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Workshop
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Learning and Shaping Manifold Attractors for Computation in Gated Neural ODEs Timothy Kim · Tankut Can · Kamesh Krishnamurthy |
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Workshop
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An "interpretable-by-design" neural network to decipher RNA splicing regulatory logic Susan Liao · Mukund Sudarshan · Oded Regev |