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
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 The 34th British Machine Vision Conference Proceedings. British Machine Vision Association, The 34th British Machine Vision Conference, Aberdeen, United Kingdom, 20/11/23.
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 The 34th British Machine Vision Conference Proceedings. British Machine Vision Association, The 34th British Machine Vision Conference, Aberdeen, United Kingdom, 20/11/23.
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, 24/10/22. https://doi.org/10.1007/978-3-031-19830-4_6
Kim, B, Chang, HJ, Kim, J & Choi, J-Y 2022, Global-local motion transformer for unsupervised skeleton-based action learning. 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 IV. 1 edn, Lecture Notes in Computer Science, vol. 13664, Springer, pp. 209–225, 17th European Conference on Computer Vision (ECCV 2022), Tel Aviv, Israel, 24/10/22. https://doi.org/10.1007/978-3-031-19772-7_13
View all publications in research portal