Recent publications
Article
Horanyi, N, Xia, K, Yi, KM, Bojja, AK, Leonardis, A & Chang, HJ 2022, 'Repurposing existing deep networks for caption and aesthetic-guided image cropping', Pattern Recognition, vol. 126, 108485, pp. 108485. https://doi.org/10.1016/j.patcog.2021.108485
Conference contribution
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., IEEE, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, Louisiana, United States, 19/06/22.
Na, J, Han, D, Chang, HJ & Hwang, W 2022, Contrastive vicinal space for unsupervised domain adaptation. in European Conference on Computer Vision. 17th European Conference on Computer Vision (ECCV 2022), Tel Aviv, Israel, 24/10/22.
Qie, J, Gao, Y, Feng, R, Wang, X, Yang, J, Dasgupta, E, Chang, HJ & Chang, Y 2022, Cross-domain representation learning for clothes unfolding in robot-assisted dressing. in Tenth International Workshop on Assistive Computer Vision and Robotics. Tenth International Workshop on Assistive Computer Vision and Robotics, Tel Aviv, Israel, 24/10/22.
Kim, B, Chang, HJ, Kim, J & Choi, J-Y 2022, Global-local motion transformer for unsupervised skeleton-based action learning. in European Conference on Computer Vision. 17th European Conference on Computer Vision (ECCV 2022), Tel Aviv, Israel, 24/10/22.
Freer, J, Yi, KM, Jiang, W, Choi, J & Chang, HJ 2022, Novel-view synthesis of human tourist photos. in L O’Conner (ed.), 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)., 9706936, Proceedings. IEEE Workshop on Applications of Computer Vision, IEEE, pp. 857-864, Winter Conference on Applications of Computer Vision, Waikoloa, Hawaii, United States, 4/01/22. https://doi.org/10.1109/WACV51458.2022.00093
Tse, THE, Zhang, Z, Kim, KI, Leonardis, A, Zheng, F & Chang, HJ 2022, S2 contact: graph-based network for 3d hand-object contact estimation with semi-supervised learning. in European Conference on Computer Vision. 17th European Conference on Computer Vision (ECCV 2022), Tel Aviv, Israel, 24/10/22.
Oh, JO, Chang, HJ & Choi, S-I 2022, Self-attention with convolution and deconvolution for efficient eye gaze estimation from a full face image. in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). IEEE Computer Society Conference on Computer Vision and Pattern Recognition workshops, IEEE, pp. 4988-4996, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, Louisiana, United States, 19/06/22. https://doi.org/10.1109/CVPRW56347.2022.00547
Zheng, L, Leonardis, A, Tse, THE, Horanyi, N, Chen, H, Zhang, W & Chang, HJ 2022, TP-AE: temporally primed 6D object pose tracking with auto-encoders. in 2022 IEEE International Conference on Robotics and Automation (ICRA). vol. 2022, IEEE International Conference on Robotics and Automation, IEEE, pp. 10616-10623, 2022 IEEE International Conference on Robotics and Automation (ICRA), Philadelphia , Pennsylvania, United States, 23/05/22. https://doi.org/10.1109/ICRA46639.2022.9811890
Yang, J, Zhang, Z, Li, Z, Chang, HJ, Leonardis, A & Zheng, F 2022, Towards generic 3D tracking in RGBD videos: benchmark and baseline. in European Conference on Computer Vision. 17th European Conference on Computer Vision (ECCV 2022), Tel Aviv, Israel, 24/10/22.
Zhang, Z, Chen, W, Zheng, L, Leonardis, A & Chang, HJ 2022, Trans6D: transformer-based 6D object pose estimation and refinement. in 7th International Workshop on Recovering 6D Object Pose. 7th International Workshop on Recovering 6D Object Pose, Tel-Aviv, Israel, 23/10/22.
Chen, H, Chang, HJ & Howes, A 2021, Apparently irrational choice as optimal sequential decision making. in AAAI'21 Proceedings of the Thirty-fifth AAAI Conference on Artificial Intelligence. Proceedings of the AAAI Conference on Artificial Intelligence, no. 1, vol. 35, AAAI Press, pp. 792-800, 35th AAAI Conference on Artificial Intelligence, Vancouver, Canada, 2/02/21. <https://ojs.aaai.org/index.php/AAAI/article/view/16161>
Lim, J, Um, D, Chang, HJ, Jo, DU & Choi, JY 2021, Class-attentive diffusion network for semi-supervised classification. in AAAI'21 Proceedings of the Thirty-fifth AAAI Conference on Artificial Intelligence. Proceedings of the AAAI Conference on Artificial Intelligence, no. 10, vol. 35, AAAI Press, pp. 8601-8609, 35th AAAI Conference on Artificial Intelligence, Vancouver, Canada, 2/02/21. <https://ojs.aaai.org/index.php/AAAI/article/view/17043>
Chen, W, Jia, X, Chang, HJ, Duan, J, Shen, L & Leonardis, A 2021, FS-Net: fast shape-based network for category-level 6D object pose estimation with decoupled rotation mechanism. in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Proceedings. IEEE Computer Society Conference on Computer Vision and Pattern Recognition., IEEE, pp. 1581 - 1590, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, Nashville, Tennessee, United States, 21/06/21. https://doi.org/10.1109/CVPR46437.2021.00163
Na, J, Jung, H, Chang, HJ & Hwang, W 2021, FixBi: bridging domain spaces for unsupervised domain adaptation. in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Proceedings. IEEE Computer Society Conference on Computer Vision and Pattern Recognition., IEEE, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, Nashville, Tennessee, United States, 21/06/21. https://doi.org/10.1109/CVPR46437.2021.00115
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