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