Juwon Kang

4 papers · 2022–2024 · 3 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

ICML (2) CVPR (1) ECCV (1)

Top co-authors

Suha Kwak (4) Nayeong Kim (3) Jungseul Ok (3) Sungsoo Ahn (1) Sohyun Lee (1) Namyup Kim (1) Donghyeon Kwon (1)

Research topics

Machine Learning (3) Application Areas (2) Core Methods (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Mathematics & Optimization (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Optimization (1) Optimization & Theory (1)

Keywords

submodular optimization (1) representation learning (1) domain generalization (1) domain adaptation (1) self-supervised learning (1) knowledge transfer (1) test-time adaptation (1) image synthesis (1) novel style discovery (1) multi-objective optimization (1) bias mitigation (1) data condensation (1) domain-invariant representation (1) style augmentation (1) inter-class relation (1) style synthesis (1) pareto solution (1) benchmark (1) group-wise losses (1) shortcuts (1)

Papers

Improving Robustness to Multiple Spurious Correlations by Multi-Objective Optimization ICML 2024 MemBN: Robust Test-Time Adaptation via Batch Norm with Statistics Memory ECCV 2024 Leveraging Proxy of Training Data for Test-Time Adaptation ICML 2023 Style Neophile: Constantly Seeking Novel Styles for Domain Generalization CVPR 2022