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Reconstructing Training Data from Trained Neural Networks
06/15/2022 ∙ by Niv Haim ∙ 157
NOMAD: Nonlinear Manifold Decoders for Operator Learning
06/07/2022 ∙ by Jacob H. Seidman ∙ 109
Sheaf Neural Networks with Connection Laplacians
06/17/2022 ∙ by Federico Barbero ∙ 108
Graph Neural Networks as Gradient Flows
06/22/2022 ∙ by Francesco Di Giovanni ∙ 95
Learning to Reason with Neural Networks: Generalization, Unseen Data and Boolean Measures
05/26/2022 ∙ by Emmanuel Abbe ∙ 90
Invertible Neural Networks for Graph Prediction
06/02/2022 ∙ by Chen Xu ∙ 82
Can CNNs Be More Robust Than Transformers?
06/07/2022 ∙ by Zeyu Wang ∙ 82
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