Florian Kirchbuchner

3 papers · 2020–2023 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

WACV (2) CVPR (1)

Top co-authors

Arjan Kuijper (3) Naser Damer (3) Philipp Terhorst (2) Meiling Fang (1) Marco Huber (1) Jan Niklas Kolf (1) Kiran Raja (1) Malte Ihlefeld (1)

Research topics

Computer Vision (2) Deep Learning (2) Machine Learning (2) Analysis (2) Core Methods (2) Artificial Intelligence (1) Architectures (1) Core AI (1) Learning Paradigms (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

face recognition (2) domain generalization (1) convolutional neural network (1) frequency domain (1) face presentation attack detection (1) quality assessment (1) hierarchical attention (1) embedding robustness (1) stochastic embedding (1) face image quality (1) face quality assessment (1) magnitude-aware angular margin loss (1) quality-aware comparison (1) unsupervised learning (1) face quality (1)

Papers

QMagFace: Simple and Accurate Quality-Aware Face Recognition WACV 2023 Learnable Multi-Level Frequency Decomposition and Hierarchical Attention Mechanism for Generalized Face Presentation Attack Detection WACV 2022 SER-FIQ: Unsupervised Estimation of Face Image Quality Based on Stochastic Embedding Robustness CVPR 2020