[1] Mode Collapse and Regularity of Optimal Transportation Maps [PDF]
Na Lei, Yang Guo, Dongsheng An, Xin Qi, Zhongxuan Luo, Shing-Tung Yau, Xianfeng Gu

[15] A geometric variational framework for computing optimal transportation maps, I [PDF]
Dongsheng An, Na Lei, Li Cui, Kehua Su, Xiaoyin Xu, Feng Luo, Xianfeng Gu and Shing-Tung Yau
Mathematics, Computation and Geometry of Data, vol. 1, no. 2, pp. 207–253 (2022)

[14] Image Compression Based On Importance Using Optimal Mass Transport Map [PDF]
Zihang Li, Dongsheng An, Yingjie Feng, Xianfeng Gu, Xiaoyin Xu and Min Zhang
The 29th IEEE International Conference on Image Processing (IEEE ICIP) 2022

[13] End-to-End Evidential-Efficient Net for Radiomics Analysis of Brain MRI to Predict MGMT Expression and Overall Survival
Yingjie Feng, Jun Wang, Dongsheng An, Xianfeng Gu, Xiaoyin Xu and Min Zhang
Medical Image Computing and Computer Assisted Interventions (MICCAI) 2022

[12] Approximate Discrete Optimal Transport Plan by Auxiliary Measure [PDF]
Dongsheng An, Na Lei and Xianfeng Gu
European Conference on Computer Vision (ECCV), 2022

[11] Efficient Optimal Transport Algorithm by Accelerated Gradient descent [PDF]
Dongsheng An, Na Lei, Xiaoyin Xu and Xianfeng Gu
The Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI) 2022

[10] Efficient Approximation of Optimal Transportation Map by Pogorelov Map [PDF]
Dongsheng An, Na Lei, Wei Chen, Zhongxuan Luo, Tong Zhao, Hang Si and Xianfeng Gu
29th International Meshing Roundtable (IMR) Information , 2021

[9] A Moving Mesh Adaptation Method by Optimal Transport [PDF]
Dongsheng An, Na Lei, Tong Zhao, Hang Si and Xianfeng Gu
29th International Meshing Roundtable (IMR) Information , 2021

[8] Cortical Morphometry Analysis based on Worst Transportation Theory [PDF]
Min Zhang*, Dongsheng An*, Jianfeng Wu, Tong Zhao, Yalin Wang and Xianfeng Gu
Information Processing in Medical Imaging (IPMI), 2021

[7] Learning Deep Generative Models by Short-run MCMC Inference with Optimal Transport Correction [PDF]
Dongsheng An, Jianwen Xie and Ping Li
Conference on Computer Vision and Pattern Recognition (CVPR), 2021

[6] AE-OT-GAN: Training GANs From Data Specific Latent Distribution [PDF]
Dongsheng An, Yang Guo, Min Zhang, Xin Qi, Na Lei and Xianfeng Gu
European Conference on Computer Vision (ECCV), 2020

[5] A Geometric Understanding of Deep Learning [PDF]
Na Lei*, Dongsheng An*, Yang Guo, Kehua Su, Shixia Liu, Zhongxuan Luo, Shing-Tung Yau and Xianfeng Gu
Engineering, vol. 6, no. 3, pp. 361-374 (2020)

[4] AE-OT: A New Generative Model based on Extended Semi-discrete Optimal Transport [PDF] [code]
Dongsheng An, Yang Guo, Na Lei, Zhongxuan Luo, Shing-Tung Yau and Xianfeng Gu
International Conference on Learning Representations (ICLR), 2020

[3] A Quasi-conformal Mapping based Data Augmentation Technique for Improving Deep Learning Techniques on Brain Tumor Segmentation
Min Zhang*, Dongsheng An*, Geoffrey S. Young, Xianfeng Gu and Xiaoyin Xu
SPIE Medical Imaging , 2020

[2] Fast and High Quality Highlight Removal from A Single Image [PDF]
Jinli Suo, Dongsheng An, Xiangyang Ji, Haoqian Wang and Qionghai Dai
IEEE Trans. Image Process , vol. 25, no. 11, pp. 5441-5454 (2016)

[1] Illumination Estimation From Specular Highlight in a Multi-spectral Image [PDF]
Dongsheng An, Jinli Suo, Haoqian Wang and Qionghai Dai
Optics Express , vol. 23, no. 13, pp. 17008-17023 (2015)