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∞ -Diff: Infinite Resolution Diffusion with Subsampled Mollified States abs: arxiv.org/abs/2303.18242

∞-Diff: Infinite Resolution Diffusion with Subsampled Mollified States randomly samples subsets of image coordinates during training, allowing for a learned continuous function which can sample at any resolution arxiv: arxiv.org/abs/2303.18242 github: github.com/samb-t/infty-d…

$\infty$-Diff: Infinite Resolution Diffusion with Subsampled Mollified States ai.papers.bar/paper/6ad6eb0e… We introduce a generative diffusion model which directly operates on infinite resolution data. By randomly... 🧵 👇

Congratulations to Hiroshi Sasaki on passing his PhD viva today with minor corrections - co-supervised with Chris Willcocks Comp Sci @ Durham Durham University - "Image Diversification via Deep Learning based Generative Models". Thanks to John Collomosse and Ioannis Ivrissimtzis as examiners. #AI

Q: What happens if we remove the positional encoding approximation in NERF? A: Exact- NERF: Exact-NeRF: An Exploration of a Precise Volumetric Parameterization for Neural Radiance Fields - joint work Brian Isaac-Medina Chris Willcocks Comp Sci @ Durham - now #CVPR2025 #CVPR2023, Poster Hall - poster 7

The Shrödinger problem defines a dynamic interpolation between two distributions using Brownian bridges. The 0 temperature limit is Optimal Transport. hal.archives-ouvertes.fr/hal-00849930/d…

Congratulations to @AdamLeachCS for passing his PhD viva Durham University Comp Sci @ Durham yesterday with minor corrections! Title: "On deep generative modelling methods for protein-protein interaction" 🥳

Back in the UK after giving a DL seminar on generative modelling theory, and having a lovely research visit at Hong Kong #CUHK #cuhkcse. Thanks especially to Prof. Michael Lyu & his group for hosting! A really beautiful place and friendly university.

Abril and 𝙽𝚎𝚎𝚕𝚊𝚗𝚓𝚊𝚗 𝙱𝚑𝚘𝚠𝚖𝚒𝚔 explaining our #ICCV2023 research to a crowd! "Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers" shorturl.at/mnpPR Abril, Sam Bond-Taylor, 𝙽𝚎𝚎𝚕𝚊𝚗𝚓𝚊𝚗 𝙱𝚑𝚘𝚠𝚖𝚒𝚔, Yona, Toby Breckon Hubert P. H. Shum Chris Willcocks

Come join us! We are recruiting to several permanent positions. Three openings posted today -- a couple more to come soon. First is an opportunity at either Assistant or Associate Professor level in Scientific Computing and High-Performance Computing durham.taleo.net/careersection/…

We're recruiting several permanent positions (Assist. and Assoc. Prof 🧑‍🎓) in Durham Computer Science. In particular, broadly within scientific computing, see: durham.taleo.net/careersection/… - come join our friendly department! 😀 #scicomp #ai #hpc #ml #academicjobs #jobs #academia

A big congratulations to Abril Corona-Figueroa for getting the Best Paper Award in the CVPR DCAMI Workshop! Read our paper at hubertshum.com/pbl_cvprw2024t…

Congratulations to Sam Bond-Taylor (Sam Bond-Taylor) for successfully defending his thesis on "Modelling High-Dimensional Data with Likelihood-Based Generative Models" Comp Sci @ Durham Durham University Thanks to the examiners Haiping Lu Amir Atapour-Abarghouei.

Congratulations to Abril Corona-Figueroa for successfully defending her PhD thesis on "2D to 3D Translation with Medical Image Applications" Comp Sci @ Durham Durham University, co-supervised with Hubert P. H. Shum with examiners Stamos Katsigiannis and Tim Cootes.