Fabien Scalzo

2 papers · 2022–2024 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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

Venues

NeurIPS (1) WACV (1)

Top co-authors

Andrew Choi (2) Mia Levy (1) Lacy Nelson (1) Fan Hung (1) Wandi Liu (1) Arvind Vepa (1) Xiaoyan Yang (1) Arvind Murari Vepa (1) Zukang Yang (1) WonJun Lee (1)

Research topics

Computer Vision (2) Machine Learning (2) Domain-Specific (2) Learning Types · Machine Learning (2) Deep Learning (1) Analysis (1) Core Methods (1) Learning Types · Deep Learning (1)

Keywords

active learning (1) contrastive learning (1) metric learning (1) coreset selection (1) medical imaging (1) weak supervision (1) deep learning (1) deep metric learning (1) 3d segmentation (1) weak annotation (1) 3d semantic segmentation (1) active contour (1) vessel segmentation (1) cerebral angiography (1)

Papers

Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation NeurIPS 2024 Weakly-Supervised Convolutional Neural Networks for Vessel Segmentation in Cerebral Angiography WACV 2022