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Barbara Hammer — most-cited papers & profile · AI for Science
← authors
·
overview
Barbara Hammer
10
papers ·
21
citations ·
44
h-index
Bielefeld University · Fulda University of Applied Sciences · Hochschule Bielefeld
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Most-cited papers
AI-Generated Video Detection via Perceptual Straightening
2025 · 18 citations
Pruning Federated Models through Loss Landscape Analysis and Client Agreement Scoring
2024 · 2 citations
Adversarial Attacks For Drift Detection
2024 · 1 citations
Contrastive Concept Importance: Explaining Pairwise Class Decisions Through Automatically Extracted Concept Representations
2026
Explaining Similarity in Vision-Language Encoders with Weighted Banzhaf Interactions
2025
Federated Loss Exploration for Improved Convergence on Non-IID Data
2025
Topics
Federated Learning
Data Heterogeneity
Object Detection
Video Understanding
Image Generation
Adversarial ML
Malware Detection
Anomaly Detection
Vulnerability Detection
cs.CY