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Workshop
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Sparse Function-space Representation of Neural Networks
Aidan Scannell · Riccardo Mereu · Paul Chang · Ella Tamir · Joni Pajarinen · Arno Solin
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Affinity Workshop
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Mon 19:15
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Gabor Filters as Initializers for Convolutional Neural Networks: A Study on Inductive Bias and Performance on Image Classification
Pablo Rivas · Mehang Rai
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Workshop
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Sat 13:30
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Joseph Shenouda: A Representer Theorem for Vector-Valued Neural Networks: Insights on Weight Decay Training and Widths of Deep Neural Networks
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Poster
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Wed 17:00
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Neural Network Accelerated Implicit Filtering: Integrating Neural Network Surrogates With Provably Convergent Derivative Free Optimization Methods
Brian Irwin · Eldad Haber · Raviv Gal · Avi Ziv
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Affinity Workshop
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Mon 19:15
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Recognition of grammatical classes of imagined speech words using a convolutional neural network and brain signals
Denise Magdalena Alonso Vazquez · Tonatiuh Hernández-Del-Toro · Omar Mendoza-Montoya · Ricardo Caraza · Hector Martinez · Carlos Reyes-Garcia · Javier M. Antelis
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Workshop
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Beyond weight plasticity: Local learning with propagation delays in spiking neural networks
Jørgen Farner · Ola Ramstad · Stefano Nichele · Kristine Heiney
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Workshop
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A Representer Theorem for Vector-Valued Neural Networks: Insights on Weight Decay Training and Widths of Deep Neural Networks
Joseph Shenouda · Rahul Parhi · Kangwook Lee · Robert Nowak
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Workshop
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Fri 16:50
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Breaking the Curse of Depth in Graph Convolutional Networks via Refined Initialization Strategy
Senmiao Wang
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Workshop
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Sat 19:10
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MaxCorrMGNN: A Multi-Graph Neural Framework for Generalized Multimodal Fusion of Medical Data for Outcome Prediction
Niharika D'Souza · Hongzhi Wang · Andrea Giovannini · Antonio Foncubierta-Rodríguez · Kristen Beck · Orest Boyko · Tanveer Syeda-Mahmood
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Poster
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Wed 17:00
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All in a Row: Compressed Convolution Networks for Graphs
Junshu Sun · Shuhui Wang · XINZHE HAN · Zhe Xue · Qingming Huang
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Poster
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Tue 17:00
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Sampling random graph homomorphisms and applications to network data analysis
Hanbaek Lyu · Facundo Memoli · David Sivakoff
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Workshop
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Sat 14:20
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Neural Graph Revealers
Harsh Shrivastava · Urszula Chajewska
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