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Andrew Campbell
Andrew Campbell
PhD Student, University of Oxford
Geverifieerd e-mailadres voor stats.ox.ac.uk
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A continuous time framework for discrete denoising models
A Campbell, J Benton, V De Bortoli, T Rainforth, G Deligiannidis, ...
Advances in Neural Information Processing Systems 35, 28266-28279, 2022
1472022
Diffusion Schrödinger bridge matching
Y Shi, V De Bortoli, A Campbell, A Doucet
Advances in Neural Information Processing Systems 36, 2024
1072024
Generative Flows on Discrete State-Spaces: Enabling Multimodal Flows with Applications to Protein Co-Design
A Campbell, J Yim, R Barzilay, T Rainforth, T Jaakkola
arXiv preprint arXiv:2402.04997, 2024
732024
Fast protein backbone generation with SE (3) flow matching
J Yim, A Campbell, AYK Foong, M Gastegger, J Jiménez-Luna, S Lewis, ...
arXiv preprint arXiv:2310.05297, 2023
652023
normflows: A PyTorch Package for Normalizing Flows
V Stimper, D Liu, A Campbell, V Berenz, L Ryll, B Schölkopf, ...
arXiv preprint arXiv:2302.12014, 2023
542023
Improved motif-scaffolding with SE (3) flow matching
J Yim, A Campbell, E Mathieu, AYK Foong, M Gastegger, J Jiménez-Luna, ...
ArXiv, 2024
292024
Online Variational Filtering and Parameter Learning
A Campbell, Y Shi, T Rainforth, A Doucet
Advances in Neural Information Processing Systems 34, 2021
232021
A Gradient Based Strategy for Hamiltonian Monte Carlo Hyperparameter Optimization
A Campbell, W Chen, V Stimper, JM Hernandez-Lobato, Y Zhang
International Conference on Machine Learning, 1238-1248, 2021
232021
Trans-dimensional generative modeling via jump diffusion models
A Campbell, W Harvey, C Weilbach, V De Bortoli, T Rainforth, A Doucet
Advances in Neural Information Processing Systems 36, 2024
82024
Think While You Generate: Discrete Diffusion with Planned Denoising
S Liu, J Nam, A Campbell, H Stärk, Y Xu, T Jaakkola, ...
arXiv preprint arXiv:2410.06264, 2024
12024
Scalable emulation of protein equilibrium ensembles with generative deep learning
S Lewis, T Hempel, J Jiménez Luna, M Gastegger, Y Xie, AYK Foong, ...
bioRxiv, 2024.12. 05.626885, 2024
12024
Score-Optimal Diffusion Schedules
C Williams, A Campbell, A Doucet, S Syed
The Thirty-eighth Annual Conference on Neural Information Processing Systems, 0
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Artikelen 1–12