Joonmyung Choi

According to our database, Joonmyung Choi authored at least 11 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Parameter-Efficient Fine-Tuning via Meta-Regularizer.

Jinyoung Park, Juyeon Ko, Sanghyeok Lee, Joonmyung Choi, Hyunwoo J. Kim

Int. J. Comput. Vis., April, 2026

DocPrune:Efficient Document Question Answering via Background, Question, and Comprehension-aware Token Pruning.

Joonmyung Choi, Sanghyeok Lee, Jongha Kim, Sehyung Kim, Dohwan Ko, Jihyung Kil, Hyunwoo J. Kim

CoRR, April, 2026

2025

Representation Shift: Unifying Token Compression with Flashattention.

Joonmyung Choi, Sanghyeok Lee, Byungoh Ko, Eunseo Kim, Jihyung Kil, Hyunwoo J. Kim

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality.

Sanghyeok Lee, Joonmyung Choi, Hyunwoo J. Kim

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Multi-Criteria Token Fusion with One-Step-Ahead Attention for Efficient Vision Transformers.

Sanghyeok Lee, Joonmyung Choi, Hyunwoo J. Kim

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

vid-TLDR: Training Free Token merging for Light-Weight Video Transformer.

Joonmyung Choi, Sanghyeok Lee, Jaewon Chu, Minhyuk Choi, Hyunwoo J. Kim

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Robust auxiliary learning with weighting function for biased data.

Dasol Hwang, Sojin Lee, Joonmyung Choi, Je-Keun Rhee, Hyunwoo J. Kim

Inf. Sci., May, 2023

Concept Bottleneck with Visual Concept Filtering for Explainable Medical Image Classification.

Injae Kim, Jongha Kim, Joonmyung Choi, Hyunwoo J. Kim

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

TokenMixup: Efficient Attention-guided Token-level Data Augmentation for Transformers.

Hyeong Kyu Choi, Joonmyung Choi, Hyunwoo J. Kim

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022