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Sungwoo Park
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3d point cloud generative adversarial network based on tree structured graph convolutions
DW Shu, SW Park, J Kwon
Proceedings of the IEEE/CVF international conference on computer vision …, 2019
2782019
Sphere generative adversarial network based on geometric moment matching
SW Park, J Kwon
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
412019
Pixel-wise wasserstein autoencoder for highly generative dehazing
G Kim, SW Park, J Kwon
IEEE Transactions on Image Processing 30, 5452-5462, 2021
272021
Neural Markov Controlled SDE: Stochastic Optimization for Continuous-Time Data
SW Park, K Lee, J Kwon
International Conference on Learning Representations (ICLR), 2022
172022
SphereGAN: Sphere generative adversarial network based on geometric moment matching and its applications
SW Park, J Kwon
IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (3), 1566-1580, 2020
112020
Generative Adversarial Networks for Markovian Temporal Dynamics: Stochastic Continuous Data Generation
S Park, DW Shu, J Kwon
The 38th International Conference on Machine Learning (ICML), 2021
82021
Wasserstein distributional harvesting for highly dense 3D point clouds
DW Shu, SW Park, J Kwon
Pattern Recognition 132, 108978, 2022
52022
InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists
Y Gan, S Park, A Schubert, A Philippakis, AM Alaa
arXiv preprint arXiv:2310.00390, 2023
42023
Wasserstein Distributional Normalization For Robust Distributional Certification of Noisy Labeled Data
S Park, J Kwon
The 38th International Conference on Machine Learning (ICML), 2021
42021
Neural Stochastic Differential Games for Time-series Analysis
S Park, B Park, M Lee, C Lee
The 40th International Conference on Machine Learning (ICML), 2023
12023
Riemannian Neural SDE: Learning Stochastic Representations on Manifolds
SW Park, H Kim, K Lee, J Kwon
Advances in Neural Information Processing Systems 35, 1434-1444, 2022
12022
Deep diffusion-invariant wasserstein distributional classification
SW Park, DW Shu, J Kwon
Advances in Neural Information Processing Systems 33, 20697-20706, 2020
2020
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Articles 1–12