Choi, Joonmyung

7 publications

CVPR 2025 EfficientViM: Efficient Vision Mamba with Hidden State Mixer Based State Space Duality Sanghyeok Lee, Joonmyung Choi, Hyunwoo J. Kim

ICCV 2025 Representation Shift: Unifying Token Compression with FlashAttention Joonmyung Choi, Sanghyeok Lee, Byungoh Ko, Eunseo Kim, Jihyung Kil, Hyunwoo J. Kim

CVPR 2024 Multi-Criteria Token Fusion with One-Step-Ahead Attention for Efficient Vision Transformers Sanghyeok Lee, Joonmyung Choi, Hyunwoo J. Kim

CVPR 2024 Vid-TLDR: Training Free Token Merging for Light-Weight Video Transformer Joonmyung Choi, Sanghyeok Lee, Jaewon Chu, Minhyuk Choi, Hyunwoo J. Kim

CVPR 2023 MELTR: Meta Loss Transformer for Learning to Fine-Tune Video Foundation Models Dohwan Ko, Joonmyung Choi, Hyeong Kyu Choi, Kyoung-Woon On, Byungseok Roh, Hyunwoo J. Kim

NeurIPS 2022 TokenMixup: Efficient Attention-Guided Token-Level Data Augmentation for Transformers Hyeong Kyu Choi, Joonmyung Choi, Hyunwoo J Kim

CVPR 2022 Video-Text Representation Learning via Differentiable Weak Temporal Alignment Dohwan Ko, Joonmyung Choi, Juyeon Ko, Shinyeong Noh, Kyoung-Woon On, Eun-Sol Kim, Hyunwoo J. Kim