Recent publications
Article
Horanyi, N, Hou, Y, Leonardis, A & Chang, HJ 2023, 'G-DAIC: A Gaze Initialized Framework for Description and Aesthetic-Based Image Cropping', Proceedings of the ACM on Human-Computer Interaction, vol. 7, no. ETRA, 163, pp. 1-19. https://doi.org/10.1145/3591132
Kim, YM, Han, K, Lee, W-K, Chang, HJ & Hwang, SO 2023, 'Non-Zero Grid for Accurate 2-Bit Additive Power-of-Two CNN Quantization', IEEE Access, vol. 11, 10087209, pp. 32051-32060. https://doi.org/10.1109/ACCESS.2023.3259959
Conference contribution
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
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.
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
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/>
Zhu, X, Wang, X, Freer, J, Chang, HJ & Gao, Y 2023, Clothes Grasping and Unfolding Based on RGB-D Semantic Segmentation. in 2023 IEEE International Conference on Robotics and Automation (ICRA)., 10160268, IEEE International Conference on Robotics and Automation, IEEE, pp. 9471-9477, 2023 IEEE International Conference on Robotics and Automation, London, United Kingdom, 29/05/23. https://doi.org/10.1109/ICRA48891.2023.10160268
Qie, J, Gao, Y, Feng, R, Wang, X, Yang, J, Dasgupta, E, Chang, HJ & Chang, Y 2023, Cross-domain representation learning for clothes unfolding in robot-assisted dressing. in Computer Vision – ECCV 2022 Workshops: Tel Aviv, Israel, October 23–27, 2022. Proceedings, Part VI. Lecture Notes in Computer Science, vol. 13806, Springer, Cham, pp. 658-671, Tenth International Workshop on Assistive Computer Vision and Robotics, Tel Aviv, Israel, 24/10/22. https://doi.org/10.1007/978-3-031-25075-0
Zheng, L, Wang, C, Sun, Y, Dasgupta, E, Chen, H, Leonardis, A, Zhang, W & Chang, HJ 2023, HS-Pose: Hybrid Scope Feature Extraction for Category-Level Object Pose Estimation. in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Proceedings. IEEE Computer Society Conference on Computer Vision and Pattern Recognition, IEEE, pp. 17163-17173, 34th IEEE/CVF Conference on Computer Vision and Pattern Recognition, Vancouver, British Columbia, Canada, 18/06/23.
Wang, H, Zhang, Z, Cheng, Y & Chang, HJ 2023, High-Fidelity Eye Animatable Neural Radiance Fields for Human Face. in 34th British Machine Vision Conference 2023, {BMVC} 2023, Aberdeen, UK, November 20-24, 2023., 105, British Machine Vision Association, The 34th British Machine Vision Conference, Aberdeen, United Kingdom, 20/11/23. <https://proceedings.bmvc2023.org/105/>
Zhang, Z, Song, J, Pérez-Pellitero, E, Zhou, Y, Chang, HJ & Leonardis, A 2023, NCRF: Neural Contact Radiance Fields for Free-Viewpoint Rendering of Hand-Object Interaction. in 2024 International Conference on 3D Vision. International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission (3DIMPVT), IEEE, 11th International Conference on 3D Vision, Davos, Switzerland, 18/03/24. <https://arxiv.org/abs/2402.05532>
Na, J, Ha, J-W, Chang, HJ, Han, D & Hwang, W 2023, Switching Temporary Teachers for Semi-Supervised Semantic Segmentation. in Advances in Neural Information Processing Systems 36 proceedings (NeurIPS 2023). vol. 36, Thirty-seventh Conference on Neural Information Processing Systems, New Orleans, United States, 10/12/23. <https://proceedings.neurips.cc/paper_files/paper/2023/hash/7eeb42802d3750ca59e8a0523068e9e6-Abstract-Conference.html>
Zhang, Z, Chen, W, Zheng, L, Leonardis, A & Chang, HJ 2023, Trans6D: transformer-based 6D object pose estimation and refinement. in L Karlinsky, T Michaeli & K Nishino (eds), Computer Vision – ECCV 2022 Workshops. 1 edn, Lecture Notes in Computer Science, vol. 13808, Springer, Cham, pp. 112–128, 7th International Workshop on Recovering 6D Object Pose, Tel-Aviv, Israel, 23/10/22. https://doi.org/10.1007/978-3-031-25085-9_7
Tse, THE, Kim, KI, Leonardis, A & Chang, HJ 2022, Collaborative learning for hand and object reconstruction with attention-guided graph convolution. in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Proceedings. IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Institute of Electrical and Electronics Engineers (IEEE), pp. 1645-1664, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, Louisiana, United States, 19/06/22. https://doi.org/10.1109/CVPR52688.2022.00171
Na, J, Han, D, Chang, HJ & Hwang, W 2022, Contrastive vicinal space for unsupervised domain adaptation. in S Avidan, G Brostow, M Cissé, GM Farinella & T Hassner (eds), Computer Vision – ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part XXXIV. 1 edn, Lecture Notes in Computer Science, vol. 13694, Springer, pp. 92–110, 17th European Conference on Computer Vision, ECCV 2022, Tel Aviv, Israel, 23/10/22. https://doi.org/10.1007/978-3-031-19830-4_6
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