Skip to yearly menu bar Skip to main content


Workshop

Topological, Algebraic, and Geometric Pattern Recognition with Applications Workshop Proposal

Tegan Emerson ⋅ Henry Kvinge ⋅ Timothy Doster ⋅ Alexander Cloninger ⋅ Bastian Rieck ⋅ Sarah Tymochko
Project Page [ Contact: tegan.emerson@pnnl.gov ]

Video

Chat is not available.

Schedule

Timezone: America/Los_Angeles
8:45 AM
Opening Remarks
Tegan Emerson ⋅ Timothy Doster
10:00 AM
Coffee Break
10:45 AM
Topology Preserving Compositionality for Robust Medical Image Segmentation
Ainkaran Santhirasekaram ⋅ Mathias Winkler ⋅ Andrea Rockall ⋅ Ben Glocker
11:00 AM
Hamming Similarity and Graph Laplacians for Class Partitioning and Adversarial Image Detection
Huma Jamil ⋅ Yajing Liu ⋅ Turgay Caglar ⋅ Christina Cole ⋅ Nathaniel Blanchard ⋅ Christopher Peterson ⋅ Michael Kirby
11:30 AM
Quantifying Extrinsic Curvature in Neural Manifolds
Francisco Acosta ⋅ Sophia Sanborn ⋅ Khanh Dao Duc ⋅ Manu Madhav ⋅ Nina Miolane
11:45 AM
Lunch
2:30 PM
Topology-Aware Focal Loss for 3D Image Segmentation
Andac Demir ⋅ Elie Massaad ⋅ Bulent Kiziltan
3:00 PM
Coffee Break
4:00 PM
Robust Hierarchical Symbolic Explanations in Hyperbolic Space for Image Classification
Ainkaran Santhirasekaram ⋅ Avinash Kori ⋅ Mathias Winkler ⋅ Andrea Rockall ⋅ Francesca Toni ⋅ Ben Glocker
4:30 PM
Closing Remarks
Tegan Emerson ⋅ Timothy Doster