[C7] EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality

Sanghyeok Lee, Joonmyung Choi, Hyunwoo J. Kim

Conference on Computer Vision and Pattern Recognition (CVPR), 2025

2024

[C6] vid-TLDR: Training Free Token merging for Light-weight Video Transformer

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

Conference on Computer Vision and Pattern Recognition (CVPR), 2024

[C5] Multi-criteria Token Fusion with One-step-ahead Attention for Efficient Vision

Sanghyeok Lee*, Joonmyung Choi*, Hyunwoo J. Kim

Conference on Computer Vision and Pattern Recognition (CVPR), 2024

2023

[C4] Read-only Prompt Optimization for Vision-Language Few-shot Learning

DongJun Lee*, Seokwon Song*, Jihee Suh, Joonmyung Choi, Sanghyeok Lee, Hyunwoo J. Kim

International Conference on Computer Vision (ICCV), 2023

[C3] Self-positioning Point-based Transformer for Point Cloud Understanding

Jinyoung Park*, Sanghyeok Lee*, Sihyeon Kim, Yunyang Xiong, Hyunwoo J. Kim

Conference on Computer Vision and Pattern Recognition (CVPR), 2023

2022

[C2] SageMix: Saliency-Guided Mixup for Point Clouds

Sanghyeok Lee*, Minkyu Jeon*, Injae Kim, Yunyang Xiong, Hyunwoo J. Kim

Conference on Neural Information Processing Systems (NeurIPS), 2022

2021

[C1] Point Cloud Augmentation with Weighted Local Transformations 

Sihyeon Kim*, Sanghyeok Lee*, Dasol Hwang, Jaewon Lee, Seong Jae Hwang, Hyunwoo J. Kim

International Conference on Computer Vision (ICCV), 2021

Under Review / Pre-print