Professor of Computer Science at University of Adelaide
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Visualizing and Understanding Self-Supervised Vision Learning
06/20/2022 ∙ by Fawaz Sammani ∙ 261
The Topological BERT: Transforming Attention into Topology for Natural Language Processing
06/30/2022 ∙ by Ilan Perez ∙ 199
Reconstructing Training Data from Trained Neural Networks
06/15/2022 ∙ by Niv Haim ∙ 158
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 ∙ 107
Graph Neural Networks as Gradient Flows
06/22/2022 ∙ by Francesco Di Giovanni ∙ 100
AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection
06/30/2022 ∙ by Marius Drăgoi ∙ 92
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