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Alison Pouplin
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Year
Approximating the solution to wave propagation using deep neural networks
WE Sorteberg, S Garasto, AS Pouplin, CD Cantwell, AA Bharath
arXiv preprint arXiv:1812.01609, 2018
232018
Denoising adversarial autoencoders: classifying skin lesions using limited labelled training data
A Creswell, A Pouplin, AA Bharath
IET Computer Vision 12 (8), 1105-1111, 2018
182018
Pulling back information geometry
G Arvanitidis, M González-Duque, A Pouplin, D Kalatzis, S Hauberg
arXiv preprint arXiv:2106.05367, 2021
122021
Density estimation on smooth manifolds with normalizing flows
D Kalatzis, JZ Ye, A Pouplin, J Wohlert, S Hauberg
arXiv preprint arXiv:2106.03500, 2021
62021
Stochman
NS Detlefsen, A Pouplin, CW Feldager, C Geng, D Kalatzis, H Hauschultz, ...
GitHub. Note: https://github. com/MachineLearningLifeScience/stochman 3, 4, 2021
52021
Identifying latent distances with Finslerian geometry
A Pouplin, D Eklund, CH Ek, S Hauberg
arXiv preprint arXiv:2212.10010, 2022
12022
On the curvature of the loss landscape
A Pouplin, H Roy, SP Singh, G Arvanitidis
arXiv preprint arXiv:2307.04719, 2023
2023
PyRelationAL: A Library for Active Learning Research and Development.
P Scherer, T Gaudelet, A Pouplin, MS Suraj, J Soman, L Edwards, ...
CoRR, 2022
2022
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Articles 1–8