Byunghan Lee

2 papers · 2016–2022 · 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

AAAI (1) NeurIPS (1)

Top co-authors

Sungroh Yoon (2) Seonwoo Min (1) Hyun-Soo Choi (1) Siwon Kim (1) Taesup Moon (1) Kukjin Choi (1)

Research topics

Deep Learning (2) Machine Learning (2) Learning Types · Machine Learning (2) Data Science & Analytics (1) Core Methods (1) Learning Types · Deep Learning (1) Methods (1) Models (1)

Keywords

time series analysis (1) benchmark evaluation (1) anomaly detection (1) time series anomaly detection (1) self-supervised learning (1) benchmark dataset (1) evaluation protocol (1) universal denoising (1) model performance (1) point adjustment (1) detection performance (1) untrained model (1) discrete denoiser (1)

Papers

Towards a Rigorous Evaluation of Time-Series Anomaly Detection AAAI 2022 Neural Universal Discrete Denoiser NeurIPS 2016