Link to the past: Temporal propagation for fast 3D human reconstruction from monocular video

Matthew Marchellus, Nadhira Noor and In Kyu Park, Proc. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2025), 2025 DOI

Two is better than one: Efficient ensemble defense for robust and compact models

Yoojin Jung and Byung Cheol Song, Proc. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2025), 2025 DOI

Nearly zero-cost protection against mimicry by personalized diffusion models

Namhyuk Ahn et al., Proc. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2025), 2025 DOI

Real-time calibration model for low-cost sensor in fine-grained time series

Seokho Ahn , Hyungjin Kim , Sungbok Shin and Young-Duk Seo, Proc. AAAI Conference on Artificial Intelligence (AAAI 2025), 2025 DOI

UKTA: Unified Korean text analyzer

Seokho Ahn, Junhyung Park, Ganghee Go, Chulhui Kim, Jiho Jung, Myung Sun Shin, Do-Guk Kim, Young-Duk Seo, Proc. ACM/SIGAPP Symposium On Applied Computing (SAC 2025), 2025 DOI

Topic-aware knowledge graph with large language models for interoperability in recommender systems

Minhye Jeon, Seokho Ahn, Young-Duk Seo, Proc. ACM/SIGAPP Symposium On Applied Computing (SAC 2025), 2025 DOI 

CheapNet: Cross-attention on hierarchical representations for efficient protein-ligand binding affinity prediction

Hyukjoon Lim, Sun Kim, Sangseon Lee, The Thirteenth International Conference on Learning Representations (ICLR 2025), 2025 DOI

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

Attention-guided energy-based model for out-of-distribution data detection

Zongjing Cao, Yan Li and Byeong-Seok Shin, Proc. International Conference on Pattern Recognition (ICPR 2024), 2024 DOI

Embracing domain gradient conflicts: Domain generalization using domain gradient equilibrium

Zuyu Zhang, Yan Li and Byeong-Seok Shin, Proc. ACM Multimedia Conference (ACM MM 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