Sumin Lee

According to our database, Sumin Lee authored at least 39 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A CNN-Based Super-Resolution Processor With Short-Term Caching for Real-Time UHD Upscaling.

Hong Keun Ahn, Sumin Lee, Seong-Ook Jung

IEEE Trans. Circuits Syst. I Regul. Pap., March, 2024

Deep generative model-based synthesis framework of four-bar linkage mechanisms with target conditions.

Sumin Lee, Jihoon Kim, Namwoo Kang

J. Comput. Des. Eng., 2024

Poverty mapping in Mongolia with AI-based Ger detection reveals urban slums persist after the COVID-19 pandemic.

Jeasurk Yang, Sumin Lee, Sungwon Park, Minjun Lee, Meeyoung Cha

CoRR, 2024

Vehicle Suspension Recommendation System: Multi-Fidelity Neural Network-based Mechanism Design Optimization.

Sumin Lee, Namwoo Kang

CoRR, 2024

Scalable Multi-Task Transfer Learning for Molecular Property Prediction.

Chanhui Lee, Dae-Woong Jeong, Sung Moon Ko, Sumin Lee, Hyunseung Kim, Soorin Yim, Sehui Han, Sungwoong Kim, Sungbin Lim

CoRR, 2024

Task Addition in Multi-Task Learning by Geometrical Alignment.

Soorin Yim, Dae-Woong Jeong, Sung Moon Ko, Sumin Lee, Hyunseung Kim, Chanhui Lee, Sehui Han

CoRR, 2024

Multitask Extension of Geometrically Aligned Transfer Encoder.

Sung Moon Ko, Sumin Lee, Dae-Woong Jeong, Hyunseung Kim, Chanhui Lee, Soorin Yim, Sehui Han

CoRR, 2024

Deep Generative Model-based Synthesis of Four-bar Linkage Mechanisms with Target Conditions.

Sumin Lee, Jihoon Kim, Namwoo Kang

CoRR, 2024

Multi-objective Generative Design Framework and Realization for Quasi-serial Manipulator: Considering Kinematic and Dynamic Performance.

Sumin Lee, Sunwoong Yang, Namwoo Kang

CoRR, 2024

Sketch-based Video Object Localization.

Sangmin Woo, So-Yeong Jeon, Jinyoung Park, Minji Son, Sumin Lee, Changick Kim

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Geometrically Aligned Transfer Encoder for Inductive Transfer in Regression Tasks.

Sung Moon Ko, Sumin Lee, Dae-Woong Jeong, Woohyung Lim, Sehui Han

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Flow-Assisted Motion Learning Network for Weakly-Supervised Group Activity Recognition.

Muhammad Adi Nugroho, Sangmin Woo, Sumin Lee, Jinyoung Park, Yooseung Wang, Donguk Kim, Changick Kim

Proceedings of the Computer Vision - ECCV 2024, 2024

Spatio-Temporal Proximity-Aware Dual-Path Model for Panoramic Activity Recognition.

Sumin Lee, Yooseung Wang, Sangmin Woo, Changick Kim

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Cross-modal alignment and translation for missing modality action recognition.

Yeonju Park, Sangmin Woo, Sumin Lee, Muhammad Adi Nugroho, Changick Kim

Comput. Vis. Image Underst., November, 2023

Learning to Discriminate Information for Online Action Detection: Analysis and Application.

Sumin Lee, Hyunjun Eun, Jinyoung Moon, Seokeon Choi, Yoonhyung Kim, Chanho Jung, Changick Kim

IEEE Trans. Pattern Anal. Mach. Intell., May, 2023

Modality Mixer Exploiting Complementary Information for Multi-modal Action Recognition.

Sumin Lee, Sangmin Woo, Muhammad Adi Nugroho, Changick Kim

CoRR, 2023

ArkDTA: attention regularization guided by non-covalent interactions for explainable drug-target binding affinity prediction.

Mogan Gim, Junseok Choe, Seungheun Baek, Jueon Park, Chaeeun Lee, Minjae Ju, Sumin Lee, Jaewoo Kang

Bioinform., 2023

Modality Mixer for Multi-modal Action Recognition.

Sumin Lee, Sangmin Woo, Yeonju Park, Muhammad Adi Nugroho, Changick Kim

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Refining Packet Collision Check in Resource Allocation for NR Sidelink Mode 2.

Sumin Lee, Hyungjoon Shin, Hyogon Kim

Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

AHFu-Net: Align, Hallucinate, and Fuse Network for Missing Multimodal Action Recognition.

Muhammad Adi Nugroho, Sangmin Woo, Sumin Lee, Changick Kim

Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2023

Multi-modal Social Group Activity Recognition in Panoramic Scene.

Donguk Kim, Sumin Lee, Sangmin Woo, Jinyoung Park, Muhammad Adi Nugroho, Changick Kim

Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2023

Detecting Suspicious Conditional Statement using App Execution Log.

Sumin Lee, Minho Park, Jiman Hong

Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

Reinforcement Learning for Supply Chain Attacks Against Frequency and Voltage Control.

Amr S. Mohamed, Sumin Lee, Deepa Kundur

Proceedings of the International Conference on Machine Learning and Applications, 2023

Audio-Visual Glance Network for Efficient Video Recognition.

Muhammad Adi Nugroho, Sangmin Woo, Sumin Lee, Changick Kim

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Towards Good Practices for Missing Modality Robust Action Recognition.

Sangmin Woo, Sumin Lee, Yeonju Park, Muhammad Adi Nugroho, Changick Kim

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

On Cryptographic Parameters of Permutation Polynomials of the form <i>x^rh</i>(<i>x</i>^{(2<i>ⁿ</i>-1)/<i>d</i>}).

Jaeseong Jeong, Chang Heon Kim, Namhun Koo, Soonhak Kwon, Sumin Lee

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., August, 2022

Accurate, reliable and interpretable solubility prediction of druglike molecules with attention pooling and Bayesian learning.

Seongok Ryu, Sumin Lee

CoRR, 2022

Explore and Match: End-to-End Video Grounding with Transformer.

Sangmin Woo, Jinyoung Park, Inyong Koo, Sumin Lee, Minki Jeong, Changick Kim

CoRR, 2022

R&R tool for Android applications hiding malicious features.

Jusuk Lee, Ajung Kim, Sumin Lee, Jiman Hong

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

DAT: Domain Adaptive Transformer for Domain Adaptive Semantic Segmentation.

Jinyoung Park, Minseok Son, Sumin Lee, Changick Kim

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

SIF-NPU: A 28nm 3.48 TOPS/W 0.25 TOPS/mm² CNN Accelerator with Spatially Independent Fusion for Real-Time UHD Super-Resolution.

Sumin Lee, Ki-Beom Lee, Sunghwan Joo, Hong Keun Ahn, Junghyup Lee, Dohyung Kim, Bumsub Ham, Seong-Ook Jung

Proceedings of the 48th IEEE European Solid State Circuits Conference, 2022

Improved Binding Affinity Prediction Using Non-Covalent Interactions and Graph Integration.

Junseok Choe, Keonwoo Kim, Minjae Ju, Sumin Lee, Jaewoo Kang

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2022

2021

CNN encryption using XOR Gate for Hardware Optimization.

Ki Beom Lee, Sumin Lee, Sunghwan Joo, Hong Keun Ahn, Young Seok Jung, Seong-Ook Jung

Proceedings of the 18th International SoC Design Conference, 2021

2020

SRG: Snippet Relatedness-Based Temporal Action Proposal Generator.

Hyunjun Eun, Sumin Lee, Jinyoung Moon, Jongyoul Park, Chanho Jung, Changick Kim

IEEE Trans. Circuits Syst. Video Technol., 2020

CNN Acceleration With Hardware-Efficient Dataflow for Super-Resolution.

Sumin Lee, Sunghwan Jo, Hong Keun Ahn, Seong-Ook Jung

IEEE Access, 2020

Hi-CMD: Hierarchical Cross-Modality Disentanglement for Visible-Infrared Person Re-Identification.

Seokeon Choi, Sumin Lee, Youngeun Kim, Taekyung Kim, Changick Kim

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

On cryptographic parameters of permutation polynomials of the form x^{rh(x^(q-1)/d)}.

Jaeseong Jeong, Chang Heon Kim, Namhun Koo, Soonhak Kwon, Sumin Lee

IACR Cryptol. ePrint Arch., 2019

A Global-Local Emebdding Module for Fashion Landmark Detection.

Sumin Lee, Sungchan Oh, Chanho Jung, Changick Kim

CoRR, 2019

A Global-Local Embedding Module for Fashion Landmark Detection.

Sumin Lee, Sungchan Oh, Chanho Jung, Changick Kim

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019