Seungjai Min

4 papers · 2020–2024 · 4 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 (14) 🐣 Hot Topic Early Bird

Venues

AAAI (1) ICML (1) NeurIPS (1) WACV (1)

Top co-authors

Youngjune Gwon (3) Yeong-Dae Kwon (2) Jongwon Choi (2) Hankyu Moon (1) Doyeon Kim (1) Sima Didari (1) Seongho Joe (1) Jae Oh Woo (1) Jihoon Kim (1) Parisa Hassanzadeh (1)

Research topics

Machine Learning (4) Artificial Intelligence (2) Reinforcement Learning (2) Application Areas (2) Core AI (2) Learning Types · Machine Learning (2) Deep Learning (1) Applications (1) Core Methods (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Methods (1) Optimization & Theory (1)

Keywords

policy optimization (2) unsupervised learning (1) domain generalization (1) transfer learning (1) domain adaptation (1) ensemble learning (1) adversarial training (1) deepfake detection (1) instruction following (1) consensus learning (1) image processing (1) generative model (1) traveling salesman problem (1) neural combinatorial optimization (1) frequency analysis (1) bayesian approximation (1) ensemble classifier (1) vehicle routing (1) intermediate domain (1) preference dataset (1)

Papers

Improving Instruction Following in Language Models through Proxy-Based Uncertainty Estimation ICML 2024 BiHPF: Bilateral High-Pass Filters for Robust Deepfake Detection WACV 2022 POMO: Policy Optimization with Multiple Optima for Reinforcement Learning NeurIPS 2020 Visual Domain Adaptation by Consensus-Based Transfer to Intermediate Domain AAAI 2020