Karsten Roth

Understanding the Limits of Lifelong Knowledge Editing in LLMs

arXiv 2025

ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization

arXiv 2024

A Practitioner's Guide to Continual Multimodal Pretraining

arXiv 2024

ETHER: Efficient Finetuning of Large-Scale Models with Hyperplane Reflections

arXiv 2024

Vision-by-Language for Training-Free Compositional Image Retrieval

arXiv 2023

Waffling around for Performance: Visual Classification with Random Words and Broad Concepts

ICCV 2023 1

If at First You Don't Succeed, Try, Try Again: Faithful Diffusion-based Text-to-Image Generation by Selection

arXiv 2023

Fantastic Gains and Where to Find Them: On the Existence and Prospect of General Knowledge Transfer between Any Pretrained Model

arXiv 2023

Towards Total Recall in Industrial Anomaly Detection

CVPR 2022 1

Zeynep Akata

Oriol Vinyals

Shyamgopal Karthik

Lukas Thede

Massimiliano Mancini

Matthias Bethge

Olivier Hénaff

A. Sophia Koepke

Alexey Dosovitskiy

Almut Sophia Koepke