Byung Suk Lee

3 papers · 2022–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

ICLR (1) ICML (1) NeurIPS (1)

Top co-authors

Jae-Gil Lee (3) Yooju Shin (3) Susik Yoon (3) Hwanjun Song (3) Dongmin Park (1) Jaehyun Park (1) Sundong Kim (1) Byunghyun Kim (1)

Research topics

Machine Learning (3) Learning Types · Machine Learning (3) Data Science & Analytics (2) Methods (2) Artificial Intelligence (1) Computer Vision (1) Deep Learning (1) Analysis (1) Application Areas (1) Core AI (1) Core Methods (1) Learning Types · Deep Learning (1)

Keywords

time series (2) semi-supervised learning (2) time series classification (2) change detection (1) label propagation (1) data augmentation (1) boundary detection (1) trajectory analysis (1) consistency regularization (1) representation curvature (1) label sparsity (1) context-attached augmentation (1) cross-window label (1) change point detection (1) curvature analysis (1) active learning (1) representation learning (1)

Papers

Exploiting Representation Curvature for Boundary Detection in Time Series NeurIPS 2024 Context Consistency Regularization for Label Sparsity in Time Series ICML 2023 Coherence-based Label Propagation over Time Series for Accelerated Active Learning ICLR 2022