Alexander Rakowski

3 papers · 2019–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze

Venues

MIDL (2) Interspeech (1)

Top co-authors

Jana Fehr (2) Hadya Yassin (2) Christoph Lippert (2) Wei-Cheng Lai (2) Radosław Białobrzeski (1) Sonia Waiczies (1) Matthias Kirchler (1) Ludger Starke (1) Michał Kośmider (1) Alina Krichevsky (1)

Research topics

Deep Learning (3) Computer Vision (2) Machine Learning (2) Generation (2) Models (2) Artificial Intelligence (1) Speech & Audio (1) Analysis (1) Application Areas (1) Architectures (1) Bayesian & Probabilistic (1) Domain-Specific (1) Learning Types (1) Optimization & Theory (1)

Keywords

brain mri (2) spoofing detection (1) convolutional neural network (1) heterogeneous data (1) bayesian neural network (1) replay attack detection (1) voice spoofing detection (1) light convolutional neural network (1) attack-out cross-validation (1) voice spoofing (1) segmentation (1) covariates (1) u-net (1) hippocampus (1) lateral ventricles (1) stylegan3 (1) multi-source (1) image generation (1) stylegan (1)

Papers

Evaluating Age-Related Anatomical Consistency in Synthetic Brain MRI against Real-World Alzheimer’s Disease Data. MIDL 2024 Heterogeneous Medical Data Integration with Multi-Source StyleGAN MIDL 2024 Robust Bayesian and Light Neural Networks for Voice Spoofing Detection Interspeech 2019