Recent publications
Article
Jia, X, Thorley, A, Chen, W, Qiu, H, Shen, L, Styles, IB, Chang, HJ, Leonardis, A, De Marvao, A, O'Regan, DP, Rueckert, D & Duan, J 2021, 'Learning a Model-Driven Variational Network for Deformable Image Registration', IEEE Transactions on Medical Imaging. https://doi.org/10.1109/TMI.2021.3108881
Gao, Y, Chang, HJ & Demiris, Y 2020, 'User modelling using multimodal information for personalised dressing assistance', IEEE Access, vol. 8, pp. 45700-45714. https://doi.org/10.1109/ACCESS.2020.2978207
Conference contribution
Chen, H, Chang, HJ & Howes, A 2021, Apparently irrational choice as optimal sequential decision making. in AAAI'21 Proceedings : 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, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, Nashville, Tennessee, United States, 21/06/21.
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.
Park, J, Cho, J, Chang, HJ & Choi, JY 2021, Unsupervised hyperbolic representation learning via message passing auto-encoders. 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.
Choi, J, Yi, KM, Kim, J, Choo, J, Kim, B, Chang, J, Gwon, Y & Chang, HJ 2021, VaB-AL: incorporating class imbalance and difficulty with variational Bayes for active learning. 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.
Kim, KI, Richardt, C & Chang, HJ 2020, Combining Task Predictors via Enhancing Joint Predictability. in Computer Vision - ECCV 2020: 16th European Conference, Glasgow, UK, Agust 23-28 2020, Proceedings. Lecture Notes in Computer Science, Springer, 16th European Conference on Computer Vision (ECCV2020), Virtual Event, 23/08/20.
Chen, W, Jia, X, Chang, HJ, Duan, J & Leonardis, A 2020, G2L-Net:Global to local network for real-time 6D pose estimation with embedding vector features. in IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2020. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 4232-4241, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2020, Virtual, Online, United States, 14/06/20. https://doi.org/10.1109/CVPR42600.2020.00429
Chen, W, Duan, J, Basevi, H, Chang, HJ & Leonardis, A 2020, PointPoseNet:Point pose network for robust 6D object pose estimation. in Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020., 9093272, Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020, Institute of Electrical and Electronics Engineers (IEEE), pp. 2813-2822, 2020 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2020, Snowmass Village, United States, 1/03/20. https://doi.org/10.1109/WACV45572.2020.9093272
Yang, J, Chang, HJ, Lee, S & Kwak, N 2020, SeqHAND: RGB-Sequence-Based 3D Hand Pose and Shape Estimation. in Computer Vision - ECCV 2020: 16th European Conference, Glasgow , UK, August 23-28 2020, Proceedings. Lecture Notes in Computer Science, Springer, 16th European Conference on Computer Vision (ECCV2020), Virtual Event, 23/08/20.
Park, J, Lee, M & Chang, HJ 2020, Symmetric graph convolutional autoencoder for unsupervised graph representation learning. in 2019 IEEE/CVF International Conference on Computer Vision (ICCV). CVF International Conference on Computer Vision (ICCV), IEEE Computer Society, IEEE International Conference on Computer Vision (ICCV 2019), Seoul, Korea, Democratic People's Republic of, 27/10/19. https://doi.org/10.1109/ICCV.2019.00662
Ramsay, J & Chang, HJ 2019, Body Pose Sonification for a View-Independent Auditory Aid to Blind Rock Climbers. in 2020 Winter Conference on Applications of Computer Vision (WACV ’20). IEEE Computer Society.
Kim, KI & Chang, HJ 2019, Joint Manifold Diffusion for Combining Predictions on Decoupled Observations. in 2019 Conference on Computer Vision and Pattern Recognition (CVPR). Springer, pp. 7549-7557, 2019 Conference on Computer Vision and Pattern Recognition (CVPR 2019), Long Beach, CA, United States, 16/06/19. <http://openaccess.thecvf.com/content_CVPR_2019/papers/Kim_Joint_Manifold_Diffusion_for_Combining_Predictions_on_Decoupled_Observations_CVPR_2019_paper.pdf>
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