Följ
Andrew Campbell
Andrew Campbell
PhD Student, University of Oxford
Verifierad e-postadress på 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
912022
Diffusion Schrödinger bridge matching
Y Shi, V De Bortoli, A Campbell, A Doucet
Advances in Neural Information Processing Systems 36, 2024
692024
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
412023
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
322023
Online Variational Filtering and Parameter Learning
A Campbell, Y Shi, T Rainforth, A Doucet
Advances in Neural Information Processing Systems 34, 2021
212021
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
192021
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
182024
Improved motif-scaffolding with SE (3) flow matching
J Yim, A Campbell, E Mathieu, AYK Foong, M Gastegger, J Jiménez-Luna, ...
ArXiv, 2024
52024
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
22024
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Artiklar 1–9