Emerson, Tegan

14 publications

ICMLW 2024 Invertible Temper Modeling Using Normalizing Flows and the Effects of Structure Preserving Loss Tegan Emerson, Henry Kvinge, Keerti Sahithi Kappagantula, Sylvia Howland

ICMLW 2024 Topological and Dynamical Representations for Radio Frequency Signal Classification Tegan Emerson, Timothy Doster, Colin C Olson, Audun Myers

NeurIPSW 2023 Haldane Bundles: A Dataset for Learning to Predict the Chern Number of Line Bundles on the Torus Cody Tipton, Elizabeth Coda, Davis Brown, Alyson Bittner, Jung H. Lee, Grayson Jorgenson, Tegan Emerson, Henry Kvinge

NeurIPSW 2023 Haldane Bundles: A Dataset for Learning to Predict the Chern Number of Line Bundles on the Torus Cody Tipton, Elizabeth Coda, Davis Brown, Alyson Bittner, Jung Lee, Grayson Jorgenson, Tegan Emerson, Henry Kvinge

NeurIPSW 2023 Internal Representations of Vision Models Through the Lens of Frames on Data Manifolds Henry Kvinge, Grayson Jorgenson, Davis Brown, Charles Godfrey, Tegan Emerson

CVPRW 2023 TopFusion: Using Topological Feature Space for Fusion and Imputation in Multi-Modal Data Audun Myers, Henry Kvinge, Tegan Emerson

NeurIPSW 2022 Do Neural Networks Trained with Topological Features Learn Different Internal Representations? Sarah McGuire, Shane William Jackson, Tegan Emerson, Henry Kvinge

ICLRW 2022 Fiber Bundle Morphisms as a Framework for Modeling Many-to-Many Maps Elizabeth Coda, Nico Courts, Colby Wight, Loc Truong, WoongJo Choi, Charles Godfrey, Tegan Emerson, Keerti Kappagantula, Henry Kvinge

NeurIPS 2022 In What Ways Are Deep Neural Networks Invariant and How Should We Measure This? Henry Kvinge, Tegan Emerson, Grayson Jorgenson, Scott Vasquez, Tim Doster, Jesse Lew

NeurIPS 2022 On the Symmetries of Deep Learning Models and Their Internal Representations Charles Godfrey, Davis Brown, Tegan Emerson, Henry Kvinge

ICLRW 2022 Random Filters for Enriching the Discriminatory Power of Topological Representations Tegan Emerson, Grayson Jorgenson, Henry Kvinge, Colin Olson

ICLRW 2022 TopTemp: Parsing Precipitate Structure from Temper Topology Tegan Emerson, Lara Kassab, Scott Howland, Henry Kvinge, Keerti Sahithi Kappagantula

CVPRW 2018 Path Orthogonal Matching Pursuit for Sparse Reconstruction and Denoising of SWIR Maritime Imagery Timothy Doster, Tegan Emerson, Colin C. Olson

JMLR 2017 Persistence Images: A Stable Vector Representation of Persistent Homology Henry Adams, Tegan Emerson, Michael Kirby, Rachel Neville, Chris Peterson, Patrick Shipman, Sofya Chepushtanova, Eric Hanson, Francis Motta, Lori Ziegelmeier