Workshop
Topological, Algebraic, and Geometric Pattern Recognition with Applications Workshop Proposal
Tegan Emerson · Henry Kvinge · Timothy Doster · Alexander Cloninger · Bastian Rieck · Sarah Tymochko
East 16
Sun 18 Jun, 8:45 a.m. PDT
Keywords: Geometry-Based Learning
Chat is not available.
Timezone: America/Los_Angeles
Schedule
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Sun 8:45 a.m. - 9:00 a.m.
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Opening Remarks
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Opening Remarks
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Tegan Emerson · Timothy Doster 🔗 |
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Sun 9:00 a.m. - 10:00 a.m.
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A Survey of Topological Neural Networks
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Keynote
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Nina Miolane 🔗 |
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Sun 10:00 a.m. - 10:45 a.m.
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Coffee Break
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🔗 |
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Sun 10:45 a.m. - 11:00 a.m.
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Topology Preserving Compositionality for Robust Medical Image Segmentation
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Spotlight
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Ainkaran Santhirasekaram · Mathias Winkler · Andrea Rockall · Ben Glocker 🔗 |
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Sun 11:00 a.m. - 11:15 a.m.
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Hamming Similarity and Graph Laplacians for Class Partitioning and Adversarial Image Detection
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Spotlight
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Huma Jamil · Yajing Liu · Turgay Caglar · Christina Cole · Nathaniel Blanchard · Christopher Peterson · Michael Kirby 🔗 |
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Sun 11:15 a.m. - 11:30 a.m.
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TopFusion: Using Topological Feature Space for Fusion and Imputation in Multi-Modal Data
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Spotlight
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Tegan Emerson · Audun Myers · Henry Kvinge 🔗 |
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Sun 11:30 a.m. - 11:45 a.m.
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Quantifying Extrinsic Curvature in Neural Manifolds
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Spotlight
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Francisco Acosta · Sophia Sanborn · Khanh Dao Duc · Manu Madhav · Nina Miolane 🔗 |
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Sun 11:45 a.m. - 1:30 p.m.
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Lunch
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Sun 1:30 p.m. - 2:30 p.m.
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Recognizing Rigid Patterns of Unlabeled Point Clouds
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Keynote
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Vitaliy Kurlin 🔗 |
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Sun 2:30 p.m. - 2:45 p.m.
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Topology-Aware Focal Loss for 3D Image Segmentation
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Spotlight
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Andac Demir · Elie Massaad · Bulent Kiziltan 🔗 |
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Sun 2:45 p.m. - 3:00 p.m.
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Making Corgis Important for Honeycomb Classification: Adversarial Attacks on Concept-based Explainability Tools
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Spotlight
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Davis Brown · Henry Kvinge 🔗 |
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Sun 3:00 p.m. - 3:45 p.m.
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Coffee Break
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Sun 3:45 p.m. - 4:00 p.m.
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Shape and Intensity Analysis of Glioblastoma Multiforme Tumors
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Spotlight
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Yi Chen Chen 🔗 |
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Sun 4:00 p.m. - 4:15 p.m.
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Robust Hierarchical Symbolic Explanations in Hyperbolic Space for Image Classification
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Spotlight
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Ainkaran Santhirasekaram · Avinash Kori · Mathias Winkler · Andrea Rockall · Francesca Toni · Ben Glocker 🔗 |
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Sun 4:15 p.m. - 4:30 p.m.
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Euler Characteristic Transform Based Topological Loss for Reconstructing 3D Images from Single 2D Slices
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Spotlight
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Kalyan Nadimpalli · Amit Chattopadhyay · Bastian Rieck 🔗 |
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Sun 4:30 p.m. - 4:45 p.m.
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Closing Remarks
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Closing Remarks
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Tegan Emerson · Timothy Doster 🔗 |
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Sun 5:00 p.m. - 6:30 p.m.
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Social Hour @ Lions Pub
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Community Activity
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