INHA for the TALENT 인하와 성장하는 인재, 

미래사회 핵심인재 Talent for the The FUTURE

주요 성과  
연구성과  
발표 논문  

발표 논문

국제학술지 논문 (최근 3년)

Adaptive graph adversarial networks for partial domain adaptation

Youngeun Kim and Sungeun Hong, IEEE Trans. on Circuits and Systems for Video Technology, 2021

Recency-based sequential pattern mining in multiple event sequences

Hakkyu Kim and Dong-Wan Choi, Data Mining and Knowledge Discovery, 2021

Knowledge transfer via decomposing essential information in convolutional neural networks

Seunghyun Lee and Byung Cheol Song, IEEE Trans. on Neural Networks and Learning Systems, 2021

Learnable MIMO detection networks based on inexact ADMM

Minsik Kim and Daeyoung Park, IEEE Trans. on Wireless Communications, 2021

Virtual sample-based deep metric learning using discriminant analysis

Dae Ha Kim and Byung Cheol Song, Pattern Recognition, 2021

Joint face super-resolution and deblurring using generative adversarial network

Jung Un Yun, Byungho Jo, and In Kyu Park, IEEE Access, 2020

360 panorama synthesis from a sparse set of images on a low-power device

Julius Surya Sumantri and In Kyu Park,  IEEE Trans. on Computational Imaging, 2020

Facial micro-expression recognition using two-dimensional landmark feature maps

Dong Yoon Choi and Byung Cheol Song, IEEE Access, 2020

Transformation of non-Euclidean space to Euclidean space for efficient learning of singular vectors

Seunghyun Lee and Byung Cheol Song, IEEE Access, 2020

Semi-supervised learning for continuous emotion recognition based on metric learning

Dong Yoon Choi and Byung Cheol Song, IEEE Access, 2020

AI 우수학술대회 논문 (최근 3년)

Split-and-Bridge: Adaptable class incremental learning within a single neural network

Jong-Yeong Kim and Dong-Wan Choi, AAAI Conference on Artificial Intelligence, 2021

Contrastive adversarial learning for person-independent facial emotion recognition

Dae Ha Kim and Byung Cheol Song, AAAI Conference on Artificial Intelligence, 2021

Interpretable embedding procedure knowledge transfer via stacked principal component analysis and graph neural network

Seunghyun Lee and Byung Cheol Song, AAAI Conference on Artificial Intelligence, 2021

5D light field synthesis from a monocular video

Kyuho Bae, Andre Ivan, Hajime Nagahara and In Kyu Park, International Conference on Pattern Recognition, 2021

Human motion deblurring using localized body prior

Jonathan Samuel Lumentut, Joshua Santoso and In Kyu Park, Asian Conference on Computer Vision, 2020

Deep learning-based pupil center detection for fast and accurate eye tracking system

Kang Il Lee, Jung Ho Jeon, Byung Cheol Song, European Conference on Computer Vision, 2020

360 Panorama synthesis from a sparse set of images with unknown field of view

Julius Surya Sumantri, In Kyu Park, IEEE Winter Conference on Applications of Computer Vision, 2020

Face de-occlusion using 3D morphable model and generative adversarial network

Xaiowei Yuan and In Kyu Park, IEEE International Conference on Computer Vision, 2019

Object detection based on region decomposition and assembly

Seung-Hwan Bae, AAAI Conference on Artificial Intelligence, 2019

Joint blind motion deblurring and depth estimation of light field

Dongwoo Lee, Haesol Park, In Kyu Park, Kyoung Mu Lee, European Conference on Computer Vision, 2018