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
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
Fan, Z, Ohkawa, T, Yang, L, Lin, N, Zhou, Z, Zhou, S, Liang, J, Gao, Z, Zhang, X, Zhang, X, Li, F, Liu, Z, Lu, F, Zeid, KA, Leibe, B, On, J, Baek, S, Prakash, A, Gupta, S, He, K, Sato, Y, Hilliges, O, Chang, HJ & Yao, A 2024, Benchmarks and Challenges in Pose Estimation for Egocentric Hand Interactions with Objects. in Computer Vision – ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part XXV. Lecture Notes in Computer Science, vol. 15083, Springer, pp. 428–448, 18th European Conference on Computer Vision, Milan, Italy, 29/09/24. https://doi.org/10.48550/arXiv.2403.16428, https://doi.org/10.1007/978-3-031-72698-9_25
Feng, R, Gao, Y, Tse, THE, Ma, X & Chang, HJ 2024, DiffPose: SpatioTemporal Diffusion Model for Video-Based Human Pose Estimation. in 2023 IEEE/CVF International Conference on Computer Vision (ICCV)., 10378477, Proceedings of the IEEE International Conference on Computer Vision, IEEE, pp. 14815-14826, 2023 International Conference on Computer Vision, Paris, France, 2/10/23. https://doi.org/10.1109/ICCV51070.2023.01365
Kim, T, Na, J, Hwang, J, Chang, HJ & Hwang, W 2024, Dual Prototype-driven Objectness Decoupling for Cross-Domain Object Detection in Urban Scene. in M Cho, I Laptev, D Tran, A Yao & H Zha (eds), Computer Vision – ACCV 2024: 17th Asian Conference on Computer Vision, Hanoi, Vietnam, December 8–12, 2024, Proceedings, Part VIII. Lecture Notes in Computer Science, vol. 15479, Springer, pp. 121-138, 17th Asian Conference on Computer Vision, Hanoi, Viet Nam, 8/12/24. https://doi.org/10.1007/978-981-96-0966-6_8
Chen, X, Huang, Q, Hou, Y, Wu, J, Zhang, F, Chang, HJ & Jiao, J 2024, Few Exemplar-Based General Medical Image Segmentation via Domain-Aware Selective Adaptation. in M Cho, I Laptev, D Tran, A Yao & H Zha (eds), Computer Vision – ACCV 2024: 17th Asian Conference on Computer Vision, Hanoi, Vietnam, December 8–12, 2024, Proceedings, Part VIII. Lecture Notes in Computer Science, vol. 15473, Springer, pp. 159-173, 17th Asian Conference on Computer Vision, Hanoi, Viet Nam, 8/12/24. https://doi.org/10.1007/978-981-96-0901-7_10
Zheng, L, Tse, THE, Wang, C, Sun, Y, Chen, H, Leonardis, A, Zhang, W & Chang, HJ 2024, GeoReF: Geometric Alignment Across Shape Variation for Category-level Object Pose Refinement. in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition, IEEE, pp. 10693-10703, 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, Seattle, Washington, United States, 17/06/24.
Katsu, J, Dasgupta, E & Chang, HJ 2024, GRF-MV: Ground Reaction Force Estimation from Monocular Video. in BMVC 2024 Workshop on Advancing Non-invasive Human Motion Characterization (ANIMA 2024). <https://bmva-archive.org.uk/bmvc/2024/workshops/ANIMA/paper1.pdf>
Kim, B, Kim, J, Chang, HJ & Choi, JY 2024, MoST: Motion Style Transformer Between Diverse Action Contents. in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Conference on Computer Vision and Pattern Recognition (CVPR), IEEE, pp. 1705-1714, 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, Washington, United States, 17/06/24. https://doi.org/10.1109/CVPR52733.2024.00168
Hou, Y, Zhang, Z, Horanyi, N, Moon, J, Cheng, Y & Chang, HJ 2024, Multi-Modal Gaze Following in Conversational Scenarios. in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE Workshop on Applications of Computer Vision (WACV), IEEE, pp. 1175-1184, 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii, United States, 3/01/24. https://doi.org/10.48550/arXiv.2311.05669, https://doi.org/10.1109/WACV57701.2024.00122
Zhang, Z, Song, J, Pérez-Pellitero, E, Zhou, Y, Chang, HJ & Leonardis, A 2024, NCRF: Neural Contact Radiance Fields for Free-Viewpoint Rendering of Hand-Object Interaction. in 2024 International Conference on 3D Vision (3DV). International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission (3DIMPVT), IEEE, pp. 387-396, 2024 International Conference on 3D Vision (3DV), Davos, Switzerland, 18/03/24. https://doi.org/10.48550/arXiv.2402.05532, https://doi.org/10.1109/3DV62453.2024.00091
Preprint
Cheng, Y, Wang, H, Zhang, Z, Yue, Y, Kim, BE, Lu, F & Chang, HJ 2025 '3D Prior is All You Need: Cross-Task Few-shot 2D Gaze Estimation'.
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' Association for the Advancement of Artificial Intelligence.
Kim, B, Jeong, HI, Sung, J, Cheng, Y, Lee, J, Chang, JY, Choi, S-I, Choi, Y, Shin, S, Kim, J & Chang, HJ 2025 'PersonaBooth: Personalized Text-to-Motion Generation'.
Xu, C, Huang, Q, Hou, Y, Wu, J, Zhang, F, Chang, HJ & Jiao, J 2024 'Few Exemplar-Based General Medical Image Segmentation via Domain-Aware Selective Adaptation' arXiv, pp. 17. https://doi.org/10.48550/arXiv.2410.09254
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