conftrace_

Minhyuk Seo

5 papers · 2023–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (12)

Venues

ICLR (3) ACL (1) CVPR (1)

Top co-authors

Jonghyun Choi (5) Hyunseo Koh (3) Minjae Lee (2) Hyunwoo Kim (1) Byeonghwi Kim (1) Wonje Jeung (1) Tinne Tuytelaars (1) Deokki Hong (1) Jung-Woo Ha (1) Sungjun Cho (1)

Research topics

Machine Learning (4) Learning Types · Machine Learning (4) Optimization & Theory (3) Artificial Intelligence (2) Deep Learning (2) Core Methods (2) Learning Paradigms (2) Learning Types · Deep Learning (2) Application Areas (1) Core AI (1)

Keywords

continual learning (4) online learning (2) domain adaptation (1) knowledge distillation (1) distribution shift (1) neural collapse (1) data selection (1) embodied agent (1) replay memory (1) continual instruction tuning (1) representation space (1) online continual learning (1) confidence score (1) computational budget (1) task-free learning (1) simplex equiangular tight frame (1) single-epoch training (1) equiangular tight frame (1) online sample selection (1) interactive instruction (1)

Papers

OASIS: Online Sample Selection for Continual Instruction Tuning ACL 2026 Budgeted Online Continual Learning by Adaptive Layer Freezing and Frequency-based Sampling ICLR 2025 Learning Equi-angular Representations for Online Continual Learning CVPR 2024 Online Continual Learning for Interactive Instruction Following Agents ICLR 2024 Online Boundary-Free Continual Learning by Scheduled Data Prior ICLR 2023