2025

Minsoo Kim, Gi Pyo Nam, Haksub Kim, Haesol Park, Ig-jae Kim, "IG-FIQA: Improving Classifiability-Based Face Image Quality Assessment Through Intra-Class Variance Guidance", IEEE Access, 2025

Yeji Choi, Haksub Kim, Kwanghoon Sohn, Ig-jae Kim, "HiTS: Hierarchical Text-Guided Stylization for Face Sketch-to-Photo Synthesis", IEEE Access, 2025

Deokhyeon Ahn, Yong Jin Jo, Dongbum Kim, Gi Pyo Nam, Jae-Ho Han, Haksub Kim, "Where and What: Contextual Dynamics-aware Anomaly Detection in Surveillance Videos", IEEE Transactions on Image Processing (TIP), 2025

Hyogun Lee, Haksub Kim, Ig-Jae Kim, Yonghun Choi, "Flashback: Memory-Driven Zero-shot, Real-time Video Anomaly Detection", arxiv, 2025

Seokyeong Lee, Sithu Aung, Junyong Choi, Seungryong Kim, Ig-Jae Kim, Junghyun Cho, "PLOT: Pseudo-Labeling via Video Object Tracking for Scalable Monocular 3D Object Detection", arxiv, 2025

Minsoo Kim, Min-Cheol Sagong, Gi Pyo Nam, Junghyun Cho, Ig-Jae Kim, "VIGFace: Virtual Identity Generation for Privacy-Free Face Recognition", International Conference on Computer Vision (ICCV), 2025

JunGyu Lee, Kunyoung Lee, Haesol Park, Ig-Jae Kim, Gi Pyo Nam, "V-NAW: Video-Based Noise-Aware Adaptive Weighting for Facial Expression Recognition", IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), 2025 

Minhyeok Lee, Suhwan Cho, Jungho Lee, Sunghun Yang, Heeseung Choi, Ig-Jae Kim, Sangyoun Lee, "Effective SAM Combination for Open-Vocabulary Semantic Segmentation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025

Junyong Choi, Min-Cheol Sagong, Seokyeong Lee, Seung-Won Jung, Ig-Jae Kim, Junghyun Cho, "Channel-wise Noise Scheduled Diffusion for Inverse Rendering in Indoor Scenes", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025

Junyong Choi, Seokyeong Lee, Haesol Park, Seung-Won Jung, Ig-Jae Kim, Junghyun Cho, "MAIR++: Improving Multi-view Attention Inverse Rendering with Implicit Lighting Representation", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025

Aung Sithu, Min-Cheol Sagong, Junghyun Cho, "Multi-view Pedestrian Occupancy Prediction with a Novel Synthetic Dataset", AAAI, 2025

Jun Kyu Lee, Yeji Choi, Haksub Kim, Ig-Jae Kim, Gi Pyo Nam, "Navigating Label Ambiguity for Facial Expression Recognition in the Wild", AAAI, 2025

Kamalakar Vijay Thakare, Lolit Lohani, Kamakshya Prasad Nayak, Debi Prosad Dogra, Heeseung Choi, Hyungjoo Jung, Ig-Jae Kim, "CLIPping Imbalances: A Novel Evaluation Baseline and PEARL Dataset for Pedestrian Attribute Recognition", IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025