Thomas Gebhart

Researcher, University of Minnesota - Twin Cities

Joined

November 2017

Names

Thomas Gebhart

Emails

****@umn.edu (Confirmed)

,

****@umn.edu (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Researcher

University of Minnesota - Twin Cities (umn.edu)

2023 – Present

PhD student

University of Minnesota, Minneapolis (umn.edu)

2018 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Disentangling signal and noise in neural responses through generative modeling
Kendrick Kay, Thomas Gebhart, Greta Tuckute, Jingyang Zhou, Thomas Naselaris, Heiko H. Schütt
- Plos Computational Biology
- Readers: Everyone
Sheaf Neural Networks
Jakob Hansen, Thomas Gebhart
- Published: 31 Oct 2020, Last Modified: 05 May 2023
- TDA & Beyond 2020 Spotlight
- Readers: Everyone
A Unified Paths Perspective for Pruning at Initialization
Thomas Gebhart, Udit Saxena, Paul R. Schrater
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
Characterizing the Shape of Activation Space in Deep Neural Networks
Thomas Gebhart, Paul Schrater, Alan Hylton
- 2019 (modified: 06 Nov 2022)
- ICMLA 2019
- Readers: Everyone
Adversarial Examples Target Topological Holes in Deep Networks
Thomas Gebhart, Paul Schrater
- 2019 (modified: 06 Nov 2022)
- CoRR 2019
- Readers: Everyone
Path homologies of deep feedforward networks
Samir Chowdhury, Thomas Gebhart, Steve Huntsman, Matvey Yutin
- 2019 (modified: 06 Nov 2022)
- CoRR 2019
- Readers: Everyone
Path Homologies of Deep Feedforward Networks
Samir Chowdhury, Thomas Gebhart, Steve Huntsman, Matvey Yutin
- 2019 (modified: 06 Nov 2022)
- ICMLA 2019
- Readers: Everyone
Adversary Detection in Neural Networks via Persistent Homology
Thomas Gebhart, Paul Schrater
- 2017 (modified: 06 Nov 2022)
- CoRR 2017
- Readers: Everyone

Co-Authors