Flexible visual prompts for in-context learning in computer vision

1 code implementation • 11 Dec 2023 • Thomas Foster, Ioana Croitoru, Robert Dorfman, Christoffer Edlund, Thomas Varsavsky, Jon Almazán

Additionally, we propose a technique for support set selection, which involves choosing the most relevant images to include in this set.

Image Segmentation In-Context Learning +4

Bias-Aware Minimisation: Understanding and Mitigating Estimator Bias in Private SGD

no code implementations • 23 Aug 2023 • Moritz Knolle, Robert Dorfman, Alexander Ziller, Daniel Rueckert, Georgios Kaissis

Differentially private SGD (DP-SGD) holds the promise of enabling the safe and responsible application of machine learning to sensitive datasets.