Recent publications
Article
Kim, B, Kim, J, Chang, HJ & Oh, T-H 2025, 'A unified framework for unsupervised action learning via global-to-local motion transformer', Pattern Recognition, vol. 159, 111118. https://doi.org/10.1016/j.patcog.2024.111118
Zhou, Y, Gou, C, Guo, Z, Cheng, Y & Chang, HJ 2025, 'Behavior-Aware Knowledge-Embedded Model for Driver Attention Prediction', IEEE Transactions on Circuits and Systems for Video Technology, vol. 35, no. 10, pp. 10199-10212. https://doi.org/10.1109/TCSVT.2025.3565410
Na, J, Jung, H, Chang, HJ & Hwang, W 2025, 'Bridging domain spaces for unsupervised domain adaptation', Pattern Recognition, vol. 164, 111537. https://doi.org/10.1016/j.patcog.2025.111537
Conference contribution
Zhong, H, Tang, F, Chang, HJ & Gao, Y 2025, AMDANet: Attention-Driven Multi-Perspective Discrepancy Alignment for RGB-Infrared Image Fusion and Segmentation. in 2025 IEEE/CVF International Conference on Computer Vision (ICCV). International Conference on Computer Vision (ICCV), IEEE, International Conference on Computer Vision 2025, Honolulu, Hawaii, United States, 19/10/25.
Hu, H, Lin, D, Huang, Q, Hou, Y, Chang, HJ & Jiao, J 2025, Audio-Visual Separation with Hierarchical Fusion and Representation Alignment. in 36th British Machine Vision Conference 2025, BMVC 2025, Sheffield, UK, November 24-27, 2025., 493, BMVA , The 36th British Machine Vision Conference 2025, Sheffield, United Kingdom, 24/11/25. <https://bmvc2025.bmva.org/proceedings/493/>
Zhong, H, Tang, F, Chang, HJ, Zhu, X & Gao, Y 2025, DarkSeg: Infrared-Driven Semantic Segmentation for Garment Grasping Detection in Low-Light Conditions. in 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)., 11247198, Proceedings of the International Conference on Intelligent Robots and Systems, IEEE, pp. 17680-17687, 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 19/10/25. https://doi.org/10.1109/IROS60139.2025.11247198
Chen, Z, Zhang, Z, Cheng, Y, Leonardis, A & Chang, HJ 2025, Force-Aware 3D Contact Modeling for Stable Grasp Generation. in The 40th Annual AAAI Conference on Artificial Intelligence. Proceedings of the AAAI Conference on Artificial Intelligence, Association for the Advancement of Artificial Intelligence, 40th Annual AAAI Conference on Artificial Intelligence, Singapore, Singapore, 20/01/26.
Feng, R, Chang, HJ, Tse, THE, Kim, B, Chang, Y & Gao, Y 2025, High-Resolution Spatiotemporal Modeling with Global-Local State Space Models for Video-Based Human Pose Estimation. in 2025 IEEE/CVF International Conference on Computer Vision (ICCV). International Conference on Computer Vision (ICCV), IEEE, International Conference on Computer Vision 2025, Honolulu, Hawaii, United States, 19/10/25.
Jin, H, Chang, HJ & Kim, E 2025, Instruction-Grounded Visual Projectors for Continual Learning of Generative Vision-Language Models. in 2025 IEEE/CVF International Conference on Computer Vision (ICCV). International Conference on Computer Vision (ICCV), IEEE, International Conference on Computer Vision 2025, Honolulu, Hawaii, United States, 19/10/25.
Chen, Y, Chen, R, Zhang, Z, Cheng, Y & Chang, HJ 2025, Multi-Hypothesis 3D Hand Mesh Recovering from a Single Blurry Image. in 2025 IEEE International Conference on Multimedia and Expo (ICME)., 11210200, IEEE International Conference on Multimedia and Expo, IEEE, 2025 IEEE International Conference on Multimedia and Expo (ICME), 30/06/25. https://doi.org/10.1109/ICME59968.2025.11210200
Jeong, U, Freer, J, Baek, S, Chang, HJ & Kim, KI 2025, PoseBH: Prototypical Multi-Dataset Training Beyond Human Pose Estimation. in 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)., 11091821, IEEE Conference on Computer Vision and Pattern Recognition, IEEE, pp. 12278-12288, 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition, Nashville, Tennessee, United States, 11/06/25. https://doi.org/10.1109/CVPR52734.2025.01146
Choi, Y, Wang, H, Cheng, Y, Kim, B, Chang, HJ, Choi, Y & Choi, S-I 2025, Roll Your Eyes: Gaze Redirection via Explicit 3D Eyeball Rotation. in MM '25: Proceedings of the 33rd ACM International Conference on Multimedia. Association for Computing Machinery (ACM), pp. 10516-10524, 33rd Association for Computing Machinery 2025 International Conference on Multimedia
, Dublin, Ireland, 27/10/25. https://doi.org/10.1145/3746027.3755737
Wang, H, Zhang, Z, Cheng, Y & Chang, HJ 2025, RTGaze: Real-Time 3D-Aware Gaze Redirection from a Single Image. in The 40th Annual AAAI Conference on Artificial Intelligence. Proceedings of the AAAI Conference on Artificial Intelligence, Association for the Advancement of Artificial Intelligence, 40th Annual AAAI Conference on Artificial Intelligence, Singapore, Singapore, 20/01/26.
Preprint
Tse, THE, Feng, R, Zheng, L, Park, J, Gao, Y, Kim, J, Leonardis, A & Chang, HJ 2025 'Collaborative Learning for 3D Hand-Object Reconstruction and Compositional Action Recognition from Egocentric RGB Videos Using Superquadrics' arXiv. https://doi.org/10.48550/arXiv.2501.07100
Park, J, Lee, K, Chang, HJ & Cho, J 2025 'Foundation Model-Driven Framework for Human-Object Interaction Prediction with Segmentation Mask Integration' arXiv. https://doi.org/10.48550/arXiv.2504.19847
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