Volker Tresp

9

Papers

160

Total Citations

Papers (9)

FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning

WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration

Improving Perturbation-based Explanations by Understanding the Role of Uncertainty Calibration

NeurIPS 2025arXiv

FedPop: Federated Population-based Hyperparameter Tuning

LookupViT: Compressing visual information to a limited number of tokens

FedBiP: Heterogeneous One-Shot Federated Learning with Personalized Latent Diffusion Models

Localizing Events in Videos with Multimodal Queries

Provably Better Explanations with Optimized Aggregation of Feature Attributions

Self-Discovering Interpretable Diffusion Latent Directions for Responsible Text-to-Image Generation