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597 Results
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Poster
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Wed 14:00 |
On the Spectral Bias of Convolutional Neural Tangent and Gaussian Process Kernels Amnon Geifman · Meirav Galun · David Jacobs · Basri Ronen |
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Poster
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Wed 9:00 |
CryptoGCN: Fast and Scalable Homomorphically Encrypted Graph Convolutional Network Inference Ran Ran · Wei Wang · Quan Gang · Jieming Yin · Nuo Xu · Wujie Wen |
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Workshop
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A Simple Hypergraph Kernel Convolution based on Discounted Markov Diffusion Process Fuyang Li · Jiying Zhang · Xi Xiao · bin zhang · Dijun Luo |
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Workshop
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Benefits of Overparameterized Convolutional Residual Networks: Function Approximation under Smoothness Constraint Hao Liu · Minshuo Chen · Siawpeng Er · Wenjing Liao · Tong Zhang · Tuo Zhao |
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Workshop
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Active Learning with Convolutional Gaussian Neural Processes for Environmental Sensor Placement Tom Andersson · Wessel Bruinsma · Efstratios Markou · Daniel C. Jones · Scott Hosking · James Requeima · Anna Vaughan · Anna-Louise Ellis · Matthew Lazzara · Richard Turner |
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Workshop
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Complete the Missing Half: Augmenting Aggregation Filtering with Diversification for Graph Convolutional Networks Sitao Luan · Mingde Zhao · Chenqing Hua · Xiao-Wen Chang · Doina Precup |
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Workshop
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Convolutional Neural Processes for Inpainting Satellite Images: Application to Water Body Segmentation Alexander Pondaven · Mart Bakler · Donghu Guo · Hamzah Hashim · Martin Ignatov · Samir Bhatt · Seth Flaxman · Swapnil Mishra · Elie Alhajjar · Harrison Zhu |
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Poster
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Wed 9:00 |
Transform Once: Efficient Operator Learning in Frequency Domain Michael Poli · Stefano Massaroli · Federico Berto · Jinkyoo Park · Tri Dao · Christopher Ré · Stefano Ermon |
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Poster
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Tue 9:00 |
The Unreasonable Effectiveness of Fully-Connected Layers for Low-Data Regimes Peter Kocsis · Peter Súkeník · Guillem Braso · Matthias Niessner · Laura Leal-Taixé · Ismail Elezi |