A new multi-source light detection benchmark and semi-supervised focal light detection

Jae-Yong Baek, Yong-Sang Yoo and Seung-Hwan Bae, Proc. Neural Information Processing Systems (NeurIPS 2024), 2024 DOI

Detecting concept shifts under different levels of self-awareness on emotion labeling

HyoSeon Choi, Dahoon Choi, Netiwit Kaongeon and Byung Hyung Kim, Proc. International Conference on Pattern Recognition (ICPR 2024), 2024 DOI

Cascading global and sequential temporal representations with local context modeling for EEG-based emotion recognition

Hyunwook Kang, Jin Woo Choi and Byung Hyung Kim, Proc. International Conference on Pattern Recognition (ICPR 2024), 2024 DOI

Deterministic synthesis of defect images using null optimization

Hyunwook Jo Marcellino Sahadewa, William Gazali and In Kyu Park, Proc. International Conference on Pattern Recognition (ICPR 2024), 2024 DOI

Geometrically consistent light field synthesis using repaint video diffusion model

Soyoung Yoon and In Kyu Park, Proc. International Conference on Pattern Recognition (ICPR 2024), 2024 DOI

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 (ICIP 2024), 2024 DOI

COVID19 to pneumonia: Multi region lung severity classification using CNN transformer position-aware feature encoding network

Jongbub Lee, Jungsoo Kim and Hyungyu Lee, Proc. International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI 2024), 2024 DOI

All you need is your voice: Emotional face representation with audio perspective for emotional talking face generation

Seongho Kim and Byung Cheol Song, Proc. European Conference on Computer Vision (ECCV 2024), 2024 DOI

Proactive content caching via interplay between deep learning and stochastic optimization

Yongmoon Park, Kyungtae Lee, Minseok Choi and Yeongjin Kim, Proc. International Conference on Mobile Ad-Hoc and Smart Systems (MASS 2024), 2024 DOI

Layer-wise adaptive gradient norm penalizing method for efficient and accurate deep learning

Sunwoo Lee, Proc. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2024), 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 (CVPR 2024), 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

RecKG: Knowledge graph for recommender systems

Junhyuk Kwon, Seokho Ahn and Young-Duk Seo, Proc. ACM/SIGAPP Symposium on Applied Computing (SAC 2024), 2024 DOI

Recall-oriented continual learning with generative adversarial meta-model

Haneol Kang and Dong-Wan Choi, Proc. AAAI Conference on Artificial Intelligence (AAAI 2024), 2024 DOI

Teacher as a lenient expert: Teacher-agnostic data-free knowledge distillation

Hyunjune Shin, and Dong-Wan Choi, Proc. AAAI Conference on Artificial Intelligence (AAAI 2024), 2024 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

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

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

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

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