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Home/Authors/Volker Tresp

Volker Tresp

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 4:44 AM AMS

20

papers

740

total citations

papers (20)

SegPGD: An Effective and Efficient Adversarial Attack for Evaluating and Boosting Segmentation Robustness

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

Are Vision Transformers Robust to Patch Perturbations?

Relationformer: A Unified Framework for Image-to-Graph Generation

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

Improving the Robustness of Capsule Networks to Image Affine Transformations

FRAug: Tackling Federated Learning with Non-IID Features via Representation Augmentation

Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models

NEURIPS 2023arXiv

Capsule Network Is Not More Robust Than Convolutional Network

Multi-Event Video-Text Retrieval

LookupViT: Compressing visual information to a limited number of tokens

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

Do DALL-E and Flamingo Understand Each Other?

Provably Better Explanations with Optimized Aggregation of Feature Attributions

Supposedly Equivalent Facts That Aren’t? Entity Frequency in Pre-training Induces Asymmetry in LLMs

True Multimodal In-Context Learning Needs Attention to the Visual Context

Localizing Events in Videos with Multimodal Queries

FedPop: Federated Population-based Hyperparameter Tuning

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

NEURIPS 2025arXiv