Sam Bond-Taylor

activity

20202023

most citedDeep Generative Modelling: A Comparative Review of VAEs, GANs, Normalizing Flows, Energy-Based and Autoregressive Models

71 citations · 84 across the 6 of their papers we have counts for

collaborators

Showing 2023Show all

2 papers · 1 filter

cs.CV2023

Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers

Abril Corona-Figueroa, Sam Bond-Taylor, Neelanjan Bhowmik +4

Generating 3D images of complex objects conditionally from a few 2D views is a difficult synthesis problem, compounded by issues such as domain gap and geometric misalignment. For…

cs.LG2023

$\infty$ -Diff: Infinite Resolution Diffusion with Subsampled Mollified States

Sam Bond-Taylor, Chris G. Willcocks

This paper introduces $\infty$ -Diff, a generative diffusion model defined in an infinite-dimensional Hilbert space, which can model infinite resolution data. By training on randoml…

Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers

∞-Diff: Infinite Resolution Diffusion with Subsampled Mollified States

$\infty$ -Diff: Infinite Resolution Diffusion with Subsampled Mollified States