| Attention routing between capsules J Choi, H Seo, S Im, M Kang Proceedings of the IEEE/CVF international conference on computer vision …, 2019 | 107 | 2019 |
| Understanding the Latent Space of Diffusion Models through the Lens of Riemannian Geometry YH Park, M Kwon, J Choi, J Jo, Y Uh Thirty-seventh Conference on Neural Information Processing Systems, 2023 | 54 | 2023 |
| Do Not Escape From the Manifold: Discovering the Local Coordinates on the Latent Space of GANs J Choi, J Lee, C Yoon, JH Park, G Hwang, M Kang Proceedings of the International Conference on Learning Representations, 2022, 2022 | 35 | 2022 |
| Generative Modeling through the Semi-dual Formulation of Unbalanced Optimal Transport J Choi, J Choi, M Kang Thirty-seventh Conference on Neural Information Processing Systems, 2023 | 16 | 2023 |
| Disentangling the correlated continuous and discrete generative factors of data J Choi, G Hwang, M Kang Pattern Recognition 133, 109055, 2023 | 9* | 2023 |
| Scalable Wasserstein Gradient Flow for Generative Modeling through Unbalanced Optimal Transport J Choi, J Choi, M Kang Proceedings of the 41st International Conference on Machine Learning, 2024., 2024 | 8 | 2024 |
| MAGANet: Achieving Combinatorial Generalization by Modeling a Group Action G Hwang, J Choi, H Cho, M Kang Proceedings of the 40th International Conference on Machine Learning, 2023., 2023 | 6 | 2023 |
| Analyzing the latent space of GAN through local dimension estimation for disentanglement evaluation J Choi, G Hwang, H Cho, M Kang Pattern Recognition 157, 110914, 2025 | 4* | 2025 |
| Analyzing and Improving Optimal-Transport-based Adversarial Networks J Choi, J Choi, M Kang Proceedings of the International Conference on Learning Representations, 2024, 2023 | 3 | 2023 |
| Finding the Global Semantic Representation in GAN through Fr\'echet Mean J Choi, G Hwang, H Cho, M Kang Proceedings of the International Conference on Learning Representations, 2023, 2023 | 3 | 2023 |
| Robust barycenter estimation using semi-unbalanced neural optimal transport M Gazdieva, J Choi, A Kolesov, J Choi, P Mokrov, A Korotin arXiv preprint arXiv:2410.03974, 2024 | 1 | 2024 |
| Improving neural optimal transport via displacement interpolation J Choi, Y Chen, J Choi arXiv preprint arXiv:2410.03783, 2024 | 1 | 2024 |
| Unsupervised Point Cloud Completion through Unbalanced Optimal Transport T Lee, J Choi, J Choi, M Kang arXiv preprint arXiv:2410.02671, 2024 | 1 | 2024 |
| Scalable Simulation-free Entropic Unbalanced Optimal Transport J Choi, J Choi arXiv preprint arXiv:2410.02656, 2024 | 1 | 2024 |
| Overcoming Fake Solutions in Semi-Dual Neural Optimal Transport: A Smoothing Approach for Learning the Optimal Transport Plan J Choi, J Choi, D Kwon arXiv preprint arXiv:2502.04583, 2025 | | 2025 |
Geonho HwangKorea Institute for Advanced StudyВерификована је имејл адреса на snu.ac.kr