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