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Workshop
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Fri 8:00 |
Panel C: Topology-Driven Machine Learning |
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Poster
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Mon 18:30 |
Trigger Hunting with a Topological Prior for Trojan Detection Xiaoling Hu · Xiao Lin · Michael Cogswell · Yi Yao · Susmit Jha · Chao Chen |
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Workshop
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Neural Sheaf Diffusion: A Topological Perspective on Heterophily and Oversmoothing in GNNs Cristian Bodnar · Francesco Di Giovanni · Benjamin Chamberlain · Pietro Lio · Michael Bronstein |
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Workshop
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Fri 10:00 |
Chad Topaz: Topological Data Analysis of Collective Motion |
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Poster
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Mon 10:30 |
Fast topological clustering with Wasserstein distance Tananun Songdechakraiwut · Bryan Krause · Matthew Banks · Kirill Nourski · Barry Van Veen |
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Poster
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Thu 18:30 |
Topological Experience Replay Zhang-Wei Hong · Tao Chen · Yen-Chen Lin · Joni Pajarinen · Pulkit Agrawal |
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Poster
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Mon 2:30 |
Topological Graph Neural Networks Max Horn · Edward De Brouwer · Michael Moor · Yves Moreau · Bastian Rieck · Karsten Borgwardt |
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Workshop
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Fri 5:30 |
Bernadette Stolz: Topological Data Analysis and Geometric Anomaly Detection |
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Workshop
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Fri 6:00 |
Roland Kwitt: Topologically Densified Distributions |
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Poster
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Wed 10:30 |
Topologically Regularized Data Embeddings Robin Vandaele · Bo Kang · Jefrey Lijffijt · Tijl De Bie · Yvan Saeys |
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Poster
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Mon 18:30 |
Objects in Semantic Topology Shuo Yang · Peize Sun · Yi Jiang · Xiaobo Xia · Ruiheng Zhang · Zehuan Yuan · Changhu Wang · Ping Luo · Min Xu |
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Workshop
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Fri 8:45 |
RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds Thibault de Surrel · Felix Hensel · Mathieu Carrière · Théo Lacombe · Yuichi Ike · Hiroaki Kurihara · Marc Glisse · Frederic Chazal |