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
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.
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
Zhang, Z, Wang, H, Yu, Z, Cheng, Y, Yao, A & Chang, HJ 2024, NL2Contact: Natural Language Guided 3D Hand-Object Contact Modeling with Diffusion Model. in A Leonardis, E Ricci, S Roth, O Russakovsky, T Sattler & G Varol (eds), Computer Vision – ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part XXVIII. 1 edn, Lecture Notes in Computer Science, vol. 15086, Springer, pp. 284–300. https://doi.org/10.48550/arXiv.2407.12727
Tse, THE, Mueller, F, Shen, Z, Tang, D, Beeler, T, Dou, M, Zhang, Y, Petrovic, S, Chang, HJ, Taylor, J & Doosti, B 2024, Spectral Graphormer: Spectral Graph-based Transformer for Egocentric Two-Hand Reconstruction using Multi-View Color Images. in 2023 IEEE/CVF International Conference on Computer Vision (ICCV)., 10377643, Proceedings of the IEEE International Conference on Computer Vision, IEEE, pp. 14620-14631, 2023 International Conference on Computer Vision, Paris, France, 2/10/23. https://doi.org/10.1109/ICCV51070.2023.01348
Wang, H, Zhang, Z, Cheng, Y & Chang, HJ 2024, TextGaze: Gaze-Controllable Face Generation with Natural Language. in MM '24: Proceedings of the 32nd ACM International Conference on Multimedia. Association for Computing Machinery (ACM), 32nd ACM International Conference on Multimedia, Melbourne, Victoria, Australia, 28/10/24. <https://arxiv.org/pdf/2404.17486>
Cheng, Y, Zhu, Y, Wang, Z, Hao, H, Liu, Y, Cheng, S, Wang, X & Chang, HJ 2024, What Do You See in Vehicle? Comprehensive Vision Solution for In-Vehicle Gaze Estimation. in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Conference on Computer Vision and Pattern Recognition (CVPR), IEEE, pp. 1556-1565, 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, Washington, United States, 17/06/24. https://doi.org/10.1109/CVPR52733.2024.00154
Jeong, U, Baek, S, Chang, HJ & Kim, KI 2023, BoIR: Box-Supervised Instance Representation for Multi Person Pose Estimation. in 34th British Machine Vision Conference 2023, {BMVC} 2023, Aberdeen, UK, November 20-24, 2023., 763, British Machine Vision Association, The 34th British Machine Vision Conference, Aberdeen, United Kingdom, 20/11/23. <https://proceedings.bmvc2023.org/763/>
Preprint
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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