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299 Results
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Workshop
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Simplifying Distributed Neural Network Training on Massive Graphs: Randomized Partitions Improve Model Aggregation Jiong Zhu · Aishwarya Naresh Reganti · Edward Huang · Charles Dickens · Nikhil Rao · Karthik Subbian · Danai Koutra |
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Workshop
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Evaluating the diversity and utility of materials proposed by generative models Alexander New · Michael Pekala · Elizabeth Pogue · Nam Q. Le · Janna Domenico · Christine Piatko · Christopher Stiles |
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Workshop
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How Can Neuroscience Help Us Build More Robust Deep Neural Networks? |
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Workshop
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Gradient Scaling on Deep Spiking Neural Networks with Spike-Dependent Local Information Seongsik Park · Jeonghee Jo · Jongkil Park · Yeonjoo Jeong · Jaewook Kim · Suyoun Lee · Joon Young Kwak · Inho Kim · Jong-keuk Park · Kyeong Lee · Hwang Weon · Hyun Jae Jang |
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Affinity Workshop
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Mon 19:15 |
Convolutional neural network regression to estimate the mass parameter of astrophysical binary black hole systems Andres Antelis · Claudia Moreno |
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Workshop
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Controlling the Inductive Bias of Wide Neural Networks by Modifying the Kernel's Spectrum Amnon Geifman · Daniel Barzilai · Ronen Basri · Meirav Galun |
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Workshop
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A max-affine spline approximation of neural networks using the Legendre transform of a convex-concave representation Adam Perrett · Danny Wood · Gavin Brown |
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Workshop
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HINT: Hierarchical Coherent Networks For Constrained Probabilistic Forecasting Kin Gutierrez · David Luo · Cristian Challu · Stefania La Vattiata · Max Mergenthaler Canseco · Artur Dubrawski |
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Workshop
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Fri 18:30 |
How Can Neuroscience Help Us Build More Robust Deep Neural Networks? Sayanton Dibbo · Siddharth Mansingh · Jocelyn Rego · Garrett T Kenyon · Juston Moore · Michael Teti |
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Affinity Workshop
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Mon 19:15 |
1-Path-Norm Regularization of Deep Neural Networks Fabian Latorre · Antoine Bonnet · Paul Rolland · Nadav Hallak · Volkan Cevher |
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Workshop
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How to Select Physics-Informed Neural Networks in the Absence of Ground Truth: A Pareto Front-Based Strategy Zhao Wei · Jian Cheng Wong · Nicholas Sung · Abhishek Gupta · Chin Chun Ooi · Pao-Hsiung Chiu · My Ha Dao · Yew Soon ONG |
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Workshop
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Good Lattice Accelerates Physics-Informed Neural Networks Takashi Matsubara · Takaharu Yaguchi |