2025
- Seokyeong Lee, Junyong Choi, Seungryong KiM, Ig-Jae Kim, Junghyun Cho, "Leveraging Intrinsic Components for Few-shot Neural Radiance Fields in Unconstrained Illumination", IEEE Access, 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