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Dongsheng An
Dongsheng An
Verified email at cs.stonybrook.edu - Homepage
Title
Cited by
Cited by
Year
A geometric understanding of deep learning
N Lei, D An, Y Guo, K Su, S Liu, Z Luo, ST Yau, X Gu
Engineering 6 (3), 361-374, 2020
153*2020
Fast and high quality highlight removal from a single image
J Suo, D An, X Ji, H Wang, Q Dai
IEEE Transactions on Image Processing 25 (11), 5441-5454, 2016
782016
AE-OT: A new generative model based on extended semi-discrete optimal transport
D An, Y Guo, N Lei, Z Luo, ST Yau, X Gu
ICLR 2020, 2019
422019
Mode collapse and regularity of optimal transportation maps
Y Guo, D An, X Qi, Z Luo, ST Yau, X Gu
arXiv preprint arXiv:1902.02934, 2019
322019
AE-OT-GAN: Training GANs from data specific latent distribution
D An, Y Guo, M Zhang, X Qi, N Lei, X Gu
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
192020
Illumination estimation from specular highlight in a multi-spectral image
D An, J Suo, H Wang, Q Dai
Optics Express 23 (13), 17008-17023, 2015
162015
Learning deep latent variable models by short-run MCMC inference with optimal transport correction
D An, J Xie, P Li
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
102021
Efficient optimal transport algorithm by accelerated gradient descent
D An, N Lei, X Xu, X Gu
Proceedings of the AAAI Conference on Artificial Intelligence 36 (9), 10119 …, 2022
72022
Xianfang Gu. Ae-ot-gan: Training gans from data specific latent distribution
D An, Y Guo, M Zhang, X Qi, N Lei
European Conference on Computer Vision, 548-564, 2020
62020
WordGesture-GAN: Modeling Word-Gesture Movement with Generative Adversarial Network
J Chu, D An, Y Ma, W Cui, S Zhai, XD Gu, X Bi
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems …, 2023
32023
End-to-End Evidential-Efficient Net for Radiomics Analysis of Brain MRI to Predict Oncogene Expression and Overall Survival
Y Feng, J Wang, D An, X Gu, X Xu, M Zhang
International Conference on Medical Image Computing and Computer-Assisted …, 2022
22022
A Moving Mesh Adaption Method By Optimal Transport
D An, N Lei, T Zhao, H Si, X Gu
Proceedings of International Meshing Roundtable, 2021
22021
Cortical Morphometry Analysis based on Worst Transportation Theory
M Zhang, D An, N Lei, J Wu, T Zhao, X Xu, Y Wang, X Gu
Information Processing in Medical Imaging: 27th International Conference …, 2021
22021
Efficient Approximation of Optimal Transportation Map by Pogorelov Map
D An, N Lei, W Chen, Z Luo, T Zhao, H Si, X Gu
Proceedings of International Meshing Roundtable, 2021
12021
A geometric variational framework for computing optimal transportation maps, I
D An, N Lei, L Cui, K Su, X Xu, F Luo, X Gu, ST Yau
Mathematics, Computation and Geometry of Data 1 (2), 207-253, 2021
12021
A quasi-conformal mapping-based data augmentation technique for brain tumor segmentation
M Zhang, D An, GS Young, X Gu, X Xu
Medical Imaging 2020: Image Processing 11313, 688-694, 2020
12020
Learning deep latent variable models by short-run mcmc inference with optimal transport correction
XIE Jianwen, AN Dongsheng, P Li
US Patent App. 17/343,477, 2022
2022
Approximate Discrete Optimal Transport Plan with Auxiliary Measure Method
D An, N Lei, X Gu
European Conference on Computer Vision, 619-635, 2022
2022
Image Compression Based on Importance Using Optimal Mass Transportation Map
Z Li, D An, Y Feng, X Gu, X Xu, M Zhang
2022 IEEE International Conference on Image Processing (ICIP), 1191-1195, 2022
2022
Volumetric Optimal Transportation by Fast Fourier Transform
N Lei, D An, M Zhang, X Xu, D Gu
The Eleventh International Conference on Learning Representations, 2022
2022
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