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Poster
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Tue 14:00
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Neural Lyapunov Control of Unknown Nonlinear Systems with Stability Guarantees
Ruikun Zhou · Thanin Quartz · Hans De Sterck · Jun Liu
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Poster
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Thu 14:00
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Latency-aware Spatial-wise Dynamic Networks
Yizeng Han · Zhihang Yuan · Yifan Pu · Chenhao Xue · Shiji Song · Guangyu Sun · Gao Huang
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Workshop
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Fri 10:10
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Predictive Dynamics Improve Noise Robustness in a Deep Network Model of the Human Auditory System
Ching Fang
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Workshop
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Physics-Informed Convolutional Neural Networks for Corruption Removal on Dynamical Systems
Daniel Kelshaw · Luca Magri
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Poster
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Thu 14:00
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Graph Neural Networks are Dynamic Programmers
Andrew J Dudzik · Petar Veličković
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Poster
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Tue 14:00
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Learning dynamics of deep linear networks with multiple pathways
Jianghong Shi · Eric Shea-Brown · Michael Buice
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Poster
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Wed 14:00
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Self-Consistent Dynamical Field Theory of Kernel Evolution in Wide Neural Networks
Blake Bordelon · Cengiz Pehlevan
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Workshop
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Predictive Dynamics Improve Noise Robustness in a Deep Network Model of the Human Auditory System
Ching Fang · Erica Shook · Justin Buck · Guillermo Horga
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Poster
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Thu 9:00
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Training stochastic stabilized supralinear networks by dynamics-neutral growth
Wayne Soo · Mate Lengyel
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Workshop
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Evaluating Error Bound for Physics-Informed Neural Networks on Linear Dynamical Systems
Shuheng Liu · Xiyue Huang · Pavlos Protopapas
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Poster
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Wed 9:00
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Improving GANs with A Dynamic Discriminator
Ceyuan Yang · Yujun Shen · Yinghao Xu · Deli Zhao · Bo Dai · Bolei Zhou
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Workshop
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Predicting electrolyte solution properties by combining neural network accelerated molecular dynamics and continuum solvent theory.
Timothy T Duignan · Junji Zhang · Joshua Pagotto
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