Gabriel Kiss

4 papers · 2025–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10)

Venues

MIDL (3) WACV (1)

Top co-authors

Frank Lindseth (3) Syed Farhan Abbas (2) Michael S. Larsen (2) Mattijs Elschot (2) Tone F. Bathen (2) Sigrid Dannheim Vik (1) Sachin Verma (1) Elisabeth Krogstad Iversen (1) Siri Ann Nyrnes (1) Cecilie Le Duc Dahl (1)

Research topics

Deep Learning (4) Learning Types (4) Healthcare & Medicine (3) Clinical (3) Computer Vision (2) Domain-Specific (2) Machine Learning (1) Analysis (1) Application Areas (1) Architectures (1) Techniques (1)

Keywords

bi-parametric mri (2) prostate cancer detection (2) mamba architecture (2) self-supervised learning (1) unsupervised domain adaptation (1) remote sensing (1) convolutional neural network (1) masked autoencoder (1) geo-coordinate embedding (1) zonal anatomy guidance (1) emboli detection (1) doppler ultrasound (1) semantic segmentation (1) power doppler imaging (1) multi-task learning (1) transfer learning (1)

Papers

Deep Learning Based Emboli Detection Using Ultrasound Doppler Imaging MIDL 2026 UMamba-ProSSL: Self-Supervised Large-Scale Pretraining with Multi-Task UMamba Advances Prostate Cancer Detection in Biparametric MRI MIDL 2026 Prostate Cancer Detection in Bi-Parametric MRI using Zonal Anatomy-Guided U-Mamba with Multi-Task Learning MIDL 2025 SegDesicNet: Lightweight Semantic Segmentation in Remote Sensing with Geo-Coordinate Embeddings for Domain Adaptation WACV 2025