conftrace_

Erik Wallin

4 papers · 2024–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze

Venues

WACV (2) CVPR (1) ECCV (1)

Top co-authors

Lars Hammarstrand (4) Fredrik Kahl (4) Lennart Svensson (2)

Research topics

Machine Learning (3) Learning Types (2) Artificial Intelligence (1) Bayesian & Probabilistic (1) Core Methods (1) Optimization & Theory (1)

Keywords

hierarchical classification (2) out-of-distribution detection (2) open-set classification (1) unknown class detection (1) semantic relationship (1) open-set semi-supervised learning (1) semi-supervised learning (1) energy-based score (1) probabilistic modeling (1)

Papers

Semi-Supervised Hierarchical Open-Set Classification WACV 2026 ProHOC: Probabilistic Hierarchical Out-of-Distribution Classification via Multi-Depth Networks CVPR 2025 Improving Open-Set Semi-Supervised Learning With Self-Supervision WACV 2024 ProSub: Probabilistic Open-Set Semi-Supervised Learning with Subspace-Based Out-of-Distribution Detection ECCV 2024