VizECGNet: Visual ECG Image Network for Cardiovascular Diseases Classification with Multi-Modal Training and Knowledge Distillation

Ju-Hyeon Nam, Seo-Hyeong Park, Su Jung Kim, and Sang-Chul Lee, Proc. International Conference on Image Processing (ICIP2024), 2024 DOI

Modality-agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale Attention

Ju-Hyeon Nam, Nur Suriza Syazwany, Su Jung Kim and Sang-Chul Lee, Proc. Computer Vision and Pattern Recognition (CVPR2024), 2024 DOI

Efficient skeleton-based action recognition for real-time embedded systems

Nadhira Noor, Fabianaugie Jametoni, Jinbeom Kim, Hyunsu Hong and In Kyu Park, Proc. CVPR Workshop on Mobile AI (CVPRW 2024), 2024 DOI

M2C: Concise music representation for 3D dance generation

Matthew Marchellus and In Kyu Park, Proc. ICCV Workshop on Analysis and Modeling of Faces and Gestures (ICCVW 2023), 2023 DOI

Light field synthesis from a monocular image using variable LDI

Junhyeong Bak and In Kyu Park, Proc. CVPR Workshop on Light Field for Computer Vision (CVPRW 2023), 2023 DOI

Modality-aware ood suppression using feature discrepancy for multi-modal emotion recognition

Dohee Kang, Somang Kang, Daeha Kim and Byung Cheol Song, Proc. International Conference on Image Processing (ICIP 2023), 2023 DOI

Dynamic interplay between service caching and code offloading in mobile-edge-cloud networks

Dongho Ham, Yeongjin Kim and Jeongho Kwak, Proc. International Conference on Sensing, Communication, and Networking (SECON 2023), 2023 DOI

Relation modeling on knowledge graph for interoperability in recommender systems

SeungJoo Lee, Seokho Ahn and Young-Duk Seo, Proc. Symposium on Applied Computing (SAC 2023), 2023 DOI

EGformer: Equirectangular geometry-biased transformer for 360 depth estimation

Ilwi Yun, Chanyong Shin, Hyunku Lee, Hyuk-Jae Lee and Chae Eun Rhee, Proc. International Conference on Computer Vision (ICCV 2023), 2023 DOI

Hetal: Efficient privacy-preserving transfer learning with homomorphic encryption

Seewoo Lee, Garam Lee, Jung Woo Kim, Junbum Shin and Mun-Kyu Lee, Proc. International Conference on Machine Learning (ICML 2023), 2023 DOI

Better generalized few-shot learning even without base data

Seong-Woong Kim and Dong-Wan Choi, Proc. AAAI Conference on Artificial Intelligence (AAAI 2023), 2023 DOI

Semantic-aware superpixel for weakly supervised semantic segmentation

Sangtae Kim, Daeyoung Park and Byonghyo Shim, Proc. AAAI Conference on Artificial Intelligence (AAAI 2023), 2023 DOI

IFQA: Interpretable face quality assessment

Byungho Jo, Donghyeon Cho, In Kyu Park and Sungeun Hong, Proc. Winter Conference on Applications of Computer Vision (WACV 2023), 2023 DOI

Fine gaze redirection learning with gaze hardness-aware transformation

Sangjin Park, Daeha Kim and Byung Cheol Song, Proc. Winter Conference on Applications of Computer Vision (WACV 2023), 2023 DOI

Deformable part region learning for object detection

Seung-Hwan Bae, Proc. AAAI Conference on Artificial Intelligence (AAAI 2022), 2022 DOI

Image enhancement for improved visibility of digital displays under the sunlight

Heejin Lee, Junmin Lee, Seha Jeong, Seunghyun Lee, Seungwan Yu, Junho Heo and Byung Cheol Song, Proc. International Conference on Image Processing (ICIP 2022), 2022, DOI

RPFNET: Complementary feature fusion for hand gesture recognition

Do Yeon Kim, Dae Ha Kim and Byung Cheol Song, Proc. International Conference on Image Processing (ICIP 2022), 2022, DOI

Style transfer using optimal transport via wasserstein distance

OSeok Ryu and Bowon Lee, Proc. International Conference on Image Processing (ICIP 2022), 2022 DOI

Phase vocoder for time stretch based on center frequency estimation

Donghyeon Kim and Bowon Lee, Proc. Interspeech (Interspeech 2022), 2022 DOI

Contextual gradient scaling for few-shot learning

Sanghyuk Lee, Seunghyun Lee and Byung Cheol Song, Proc. Winter Conference on Applications of Computer Vision (WACV 2022), 2022 DOI