Papers

2025

ONEBench to Test Them All: Sample-Level Benchmarking Over Open-Ended Capabilities
A. Ghosh*, S. Dziadzio*, A. Prabhu, V. Udandarao, S. Albanie, M. Bethge
ACL 2025

How to Merge Your Multimodal Models Over Time?
S. Dziadzio*, V. Udandarao*, K. Roth*, A. Prabhu, Z. Akata, S. Albanie, M. Bethge
CVPR 2025

Zerobench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
J. Roberts et al.
In review

2024

A Practitioner’s Guide to Continual Multimodal Pretraining
K. Roth*, V. Udandarao*, S. Dziadzio, A. Prabhu et al.
NeurIPS 2024

Infinite dSprites for Disentangled Continual Learning: Separating Memory Edits from Generalization
S. Dziadzio, Ç. Yıldız, G. M. van de Ven, T. Trzciński, T. Tuytelaars, M. Bethge
CoLLAs 2024

2023

Multiscale Neural Operators for Solving Time-Independent PDEs
W. Ripken, L. Coiffard, F. Pieper, S. Dziadzio
NeurIPS 2023 DLDE Workshop

Controllable Image Generation
M. Kowalski, S. Garbin, M. Johnson, T. Baltrušaitis, M. De La Gorce, V. Estellers, S. Dziadzio
US Patent 11,748,932

2022

Computing Photorealistic Versions of Synthetic Images
S. Garbin, M. Kowalski, M. Johnson, T. Baltrušaitis, M. De La Gorce, V. Estellers, S. Dziadzio, J. Shotton
US Patent 11,354,846

2021

Fake It Till You Make It: Face Analysis in the Wild Using Synthetic Data Alone
E. Wood, T. Baltrušaitis, C. Hewitt, S. Dziadzio, T. Cashman, J. Shotton
ICCV 2021

Full-Body Motion from a Single Head-Mounted Device: Generating SMPL Poses from Partial Observations
A. Dittadi, S. Dziadzio, D. Cosker, B. Lundell, T. Cashman, J. Shotton
ICCV 2021

2020

A High Fidelity Synthetic Face Framework for Computer Vision
T. Baltrušaitis, E. Wood, V. Estellers, C. Hewitt, S. Dziadzio, M. Kowalski, M. Johnson, T. Cashman, J. Shotton
Technical Report