Minhyuk Seo

14 papers A* 4Journal 10
YearRankTypeTitle / Venue / Authors
2025 A* conf
Budgeted Online Continual Learning by Adaptive Layer Freezing and Frequency-based Sampling.
ICLR
Minhyuk Seo, Hyunseo Koh, Jonghyun Choi
2025 J jnl
GenOL: Generating Diverse Examples for Name-only Online Learning.
Trans. Mach. Learn. Res.
Minhyuk Seo, Seongwon Cho, Minjae Lee, Diganta Misra, Hyeonbeom Choi, Seon Joo Kim, Jonghyun Choi
2025 J jnl
Multi-Level Knowledge Distillation and Dynamic Self-Supervised Learning for Continual Learning.
CoRR
Taeheon Kim, San Kim, Minhyuk Seo, Dongjae Jeon, Wonje Jeung, Jonghyun Choi
2025 J jnl
Not All Clients Are Equal: Personalized Federated Learning on Heterogeneous Multi-Modal Clients.
CoRR
Minhyuk Seo, Taeheon Kim, Hankook Lee, Jonghyun Choi, Tinne Tuytelaars
2025 J jnl
OASIS: Online Sample Selection for Continual Visual Instruction Tuning.
CoRR
Minjae Lee, Minhyuk Seo, Tingyu Qu, Tinne Tuytelaars, Jonghyun Choi
2025 J jnl
Risk-adaptive Activation Steering for Safe Multimodal Large Language Models.
CoRR
JongHyun Park, Minhyuk Seo, Jonghyun Choi
2025 J jnl
TTA-DAME: Test-Time Adaptation with Domain Augmentation and Model Ensemble for Dynamic Driving Conditions.
CoRR
Dongjae Jeon, Taeheon Kim, Seongwon Cho, Minhyuk Seo, Jonghyun Choi
2024 J jnl
Budgeted Online Continual Learning by Adaptive Layer Freezing and Frequency-based Sampling.
CoRR
Minhyuk Seo, Hyunseo Koh, Jonghyun Choi
2024 J jnl
Just Say the Name: Online Continual Learning with Category Names Only via Data Generation.
CoRR
Minhyuk Seo, Diganta Misra, Seongwon Cho, Minjae Lee, Jonghyun Choi
2024 A* conf
Learning Equi-Angular Representations for Online Continual Learning.
CVPR
Minhyuk Seo, Hyunseo Koh, Wonje Jeung, Minjae Lee, San Kim, Hankook Lee, Sungjun Cho, Sungik Choi, Hyunwoo Kim, Jonghyun Choi
2024 J jnl
Learning Equi-angular Representations for Online Continual Learning.
CoRR
Minhyuk Seo, Hyunseo Koh, Wonje Jeung, Minjae Lee, San Kim, Hankook Lee, Sungjun Cho, Sungik Choi, Hyunwoo Kim, Jonghyun Choi
2024 J jnl
Online Continual Learning For Interactive Instruction Following Agents.
CoRR
Byeonghwi Kim, Minhyuk Seo, Jonghyun Choi
2024 A* conf
Online Continual Learning for Interactive Instruction Following Agents.
ICLR
Byeonghwi Kim, Minhyuk Seo, Jonghyun Choi
2023 A* conf
Online Boundary-Free Continual Learning by Scheduled Data Prior.
ICLR
Hyunseo Koh, Minhyuk Seo, Jihwan Bang, Hwanjun Song, Deokki Hong, Seulki Park, Jung-Woo Ha, Jonghyun Choi