Joonmyung Choi

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 11

Top Topics

Visual Concepts

Image Classification

Top Venues

ISIC/Care-AI/MedAGI/DeCaF@MICCAI

Publications

Sanghyeok Lee, Joonmyung Choi, Hyunwoo J. Kim
Multi-criteria Token Fusion with One-step-ahead Attention for Efficient Vision Transformers. CoRR (2024)
Joonmyung Choi, Sanghyeok Lee, Jaewon Chu, Minhyuk Choi, Hyunwoo J. Kim
vid-TLDR: Training Free Token merging for Light-weight Video Transformer. CoRR (2024)
Dasol Hwang, Sojin Lee, Joonmyung Choi, Je-Keun Rhee, Hyunwoo J. Kim
Robust auxiliary learning with weighting function for biased data. Inf. Sci. 628 (2023)
Dohwan Ko, Joonmyung Choi, Hyeong Kyu Choi, Kyoung-Woon On, Byungseok Roh, Hyunwoo J. Kim
MELTR: Meta Loss Transformer for Learning to Fine-tune Video Foundation Models. CVPR (2023)
Injae Kim, Jongha Kim, Joonmyung Choi, Hyunwoo J. Kim
Concept Bottleneck with Visual Concept Filtering for Explainable Medical Image Classification. CoRR (2023)
Dohwan Ko, Joonmyung Choi, Hyeong Kyu Choi, Kyoung-Woon On, Byungseok Roh, Hyunwoo J. Kim
MELTR: Meta Loss Transformer for Learning to Fine-tune Video Foundation Models. CoRR (2023)
Injae Kim, Jongha Kim, Joonmyung Choi, Hyunwoo J. Kim
Concept Bottleneck with Visual Concept Filtering for Explainable Medical Image Classification. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Hyeong Kyu Choi, Joonmyung Choi, Hyunwoo J. Kim
TokenMixup: Efficient Attention-guided Token-level Data Augmentation for Transformers. NeurIPS (2022)
Dohwan Ko, Joonmyung Choi, Juyeon Ko, Shinyeong Noh, Kyoung-Woon On, Eun-Sol Kim, Hyunwoo J. Kim
Video-Text Representation Learning via Differentiable Weak Temporal Alignment. CVPR (2022)
Dohwan Ko, Joonmyung Choi, Juyeon Ko, Shinyeong Noh, Kyoung-Woon On, Eun-Sol Kim, Hyunwoo J. Kim
Video-Text Representation Learning via Differentiable Weak Temporal Alignment. CoRR (2022)
Hyeong Kyu Choi, Joonmyung Choi, Hyunwoo J. Kim
TokenMixup: Efficient Attention-guided Token-level Data Augmentation for Transformers. CoRR (2022)