Joonmyung Choi

17 papers A* 6Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Parameter-Efficient Fine-Tuning via Meta-Regularizer.
Int. J. Comput. Vis.
Jinyoung Park, Juyeon Ko, Sanghyeok Lee, Joonmyung Choi, Hyunwoo J. Kim
2025 A* conf
EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality.
CVPR
Sanghyeok Lee, Joonmyung Choi, Hyunwoo J. Kim
2025 J jnl
Representation Shift: Unifying Token Compression with FlashAttention.
CoRR
Joonmyung Choi, Sanghyeok Lee, Byungoh Ko, Eunseo Kim, Jihyung Kil, Hyunwoo J. Kim
2024 J jnl
EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality.
CoRR
Sanghyeok Lee, Joonmyung Choi, Hyunwoo J. Kim
2024 A* conf
Multi-Criteria Token Fusion with One-Step-Ahead Attention for Efficient Vision Transformers.
CVPR
Sanghyeok Lee, Joonmyung Choi, Hyunwoo J. Kim
2024 J jnl
Multi-criteria Token Fusion with One-step-ahead Attention for Efficient Vision Transformers.
CoRR
Sanghyeok Lee, Joonmyung Choi, Hyunwoo J. Kim
2024 A* conf
vid-TLDR: Training Free Token merging for Light-Weight Video Transformer.
CVPR
Joonmyung Choi, Sanghyeok Lee, Jaewon Chu, Minhyuk Choi, Hyunwoo J. Kim
2024 J jnl
vid-TLDR: Training Free Token merging for Light-weight Video Transformer.
CoRR
Joonmyung Choi, Sanghyeok Lee, Jaewon Chu, Minhyuk Choi, Hyunwoo J. Kim
2023 — conf
Concept Bottleneck with Visual Concept Filtering for Explainable Medical Image Classification.
ISIC/Care-AI/MedAGI/DeCaF@MICCAI
Injae Kim, Jongha Kim, Joonmyung Choi, Hyunwoo J. Kim
2023 J jnl
Concept Bottleneck with Visual Concept Filtering for Explainable Medical Image Classification.
CoRR
Injae Kim, Jongha Kim, Joonmyung Choi, Hyunwoo J. Kim
2023 A* conf
MELTR: Meta Loss Transformer for Learning to Fine-tune Video Foundation Models.
CVPR
Dohwan Ko, Joonmyung Choi, Hyeong Kyu Choi, Kyoung-Woon On, Byungseok Roh, Hyunwoo J. Kim
2023 J jnl
MELTR: Meta Loss Transformer for Learning to Fine-tune Video Foundation Models.
CoRR
Dohwan Ko, Joonmyung Choi, Hyeong Kyu Choi, Kyoung-Woon On, Byungseok Roh, Hyunwoo J. Kim
2023 J jnl
Robust auxiliary learning with weighting function for biased data.
Inf. Sci.
Dasol Hwang, Sojin Lee, Joonmyung Choi, Je-Keun Rhee, Hyunwoo J. Kim
2022 A* conf
TokenMixup: Efficient Attention-guided Token-level Data Augmentation for Transformers.
NeurIPS
Hyeong Kyu Choi, Joonmyung Choi, Hyunwoo J. Kim
2022 J jnl
TokenMixup: Efficient Attention-guided Token-level Data Augmentation for Transformers.
CoRR
Hyeong Kyu Choi, Joonmyung Choi, Hyunwoo J. Kim
2022 A* conf
Video-Text Representation Learning via Differentiable Weak Temporal Alignment.
CVPR
Dohwan Ko, Joonmyung Choi, Juyeon Ko, Shinyeong Noh, Kyoung-Woon On, Eun-Sol Kim, Hyunwoo J. Kim
2022 J jnl
Video-Text Representation Learning via Differentiable Weak Temporal Alignment.
CoRR
Dohwan Ko, Joonmyung Choi, Juyeon Ko, Shinyeong Noh, Kyoung-Woon On, Eun-Sol Kim, Hyunwoo J. Kim