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Francesco Cappio Borlino

4 papers · 2020–2022 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

ECCV (2) NeurIPS (1) WACV (1)

Top co-authors

Tatiana Tommasi (4) Silvia Bucci (3) Barbara Caputo (2) Antonio Alliegro (1) Antonio D’Innocente (1)

Research topics

Machine Learning (2) Artificial Intelligence (1) Computer Vision (1) Deep Learning (1) Analysis (1) Application Areas (1) Core Methods (1) Domain-Specific (1) Learning Paradigms (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

contrastive learning (1) semantic segmentation (1) point cloud (1) 3d vision (1) novelty detection (1) multi-source domain adaptation (1) open-set learning (1) open-set domain adaptation (1) hyperspherical classification (1) unknown class rejection (1) semantic novelty detection (1)

Papers

3DOS: Towards 3D Open Set Learning - Benchmarking and Understanding Semantic Novelty Detection on Point Clouds NeurIPS 2022 Distance-Based Hyperspherical Classification for Multi-Source Open-Set Domain Adaptation WACV 2022 Semantic Novelty Detection via Relational Reasoning ECCV 2022 One-Shot Unsupervised Cross-Domain Detection ECCV 2020