Giwoong Lee

3 papers · 2016–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

ICML (2) AAAI (1)

Top co-authors

Eunho Yang (2) Sung Ju Hwang (1) Wonyong Jeong (1) Jaehong Yoon (1) Jeongyeol Choe (1) Jiseung Ahn (1) Sung Hwang (1)

Research topics

Machine Learning (3) Learning Types (3) Application Areas (2) Core Methods (2) Artificial Intelligence (1) Deep Learning (1) Core AI (1) Learning Paradigms (1) Models (1)

Keywords

multi-task learning (2) federated learning (1) continual learning (1) domain generalization (1) curriculum learning (1) knowledge transfer (1) task relatedness (1) sparse regularization (1) distribution shift (1) generative model (1) normalizing flow (1) out-of-distribution detection (1) negative transfer (1) communication cost (1) task similarity (1) asymmetric transfer (1) neural network (1) corruption estimation (1) distribution distance (1) wasserstein distance (1)

Papers

HYBOOD: A Hybrid Generative Model for Out-of-Distribution Detection with Corruption Estimation AAAI 2025 Federated Continual Learning with Weighted Inter-client Transfer ICML 2021 Asymmetric Multi-task Learning Based on Task Relatedness and Loss ICML 2016