Alison Pouplin

12 papers A 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Spacetime Geometry of Denoising in Diffusion Models.
CoRR
Rafal Karczewski, Markus Heinonen, Alison Pouplin, Søren Hauberg, Vikas Garg
2025 J jnl
Towards Variational Flow Matching on General Geometries.
CoRR
Olga Zaghen, Floor Eijkelboom, Alison Pouplin, Erik J. Bekkers
2024 — conf
Preface to Geometry-grounded Representation Learning and Generative Modeling (GRaM) Workshop.
GRaM
Sharvaree Vadgama, Erik J. Bekkers, Alison Pouplin, Sékou-Oumar Kaba, Robin Walters, Hannah Lawrence, Tegan Emerson, Henry Kvinge, Jakub M. Tomczak, Stefanie Jegelka
2024 — ed.
Proceedings of the Geometry-grounded Representation Learning and Generative Modeling Workshop (GRaM) at ICML 2024, 29 July 2024, Vienna, Austria
GRaM
Sharvaree Vadgama, Erik J. Bekkers, Alison Pouplin, Sékou-Oumar Kaba, Robin Walters, Hannah Lawrence, Tegan Emerson, Henry Kvinge, Jakub M. Tomczak, Stefanie Jegelka
2023 J jnl
Identifying latent distances with Finslerian geometry.
Trans. Mach. Learn. Res.
Alison Pouplin, David Eklund, Carl Henrik Ek, Søren Hauberg
2023 J jnl
On the curvature of the loss landscape.
CoRR
Alison Pouplin, Hrittik Roy, Sidak Pal Singh, Georgios Arvanitidis
2022 J jnl
Identifying latent distances with Finslerian geometry.
CoRR
Alison Pouplin, David Eklund, Carl Henrik Ek, Søren Hauberg
2022 A conf
Pulling back information geometry.
AISTATS
Georgios Arvanitidis, Miguel González Duque, Alison Pouplin, Dimitrios Kalatzis, Søren Hauberg
2022 J jnl
PyRelationAL: A Library for Active Learning Research and Development.
CoRR
Paul Scherer, Thomas Gaudelet, Alison Pouplin, Suraj M. S, Jyothish Soman, Lindsay Edwards, Jake P. Taylor-King
2021 J jnl
Pulling back information geometry.
CoRR
Georgios Arvanitidis, Miguel González Duque, Alison Pouplin, Dimitris Kalatzis, Søren Hauberg
2018 J jnl
Denoising Adversarial Autoencoders: Classifying Skin Lesions Using Limited Labelled Training Data.
CoRR
Antonia Creswell, Alison Pouplin, Anil A. Bharath
2018 J jnl
Denoising adversarial autoencoders: classifying skin lesions using limited labelled training data.
IET Comput. Vis.
Antonia Creswell, Alison Pouplin, Anil A. Bharath