| 2024 | ICLR | LCOT: Linear Circular Optimal Transport. | Rocio Diaz Martin, Ivan Vladimir Medri, Yikun Bai, Xinran Liu, Kangbai Yan, Gustavo K. Rohde, Soheil Kolouri |
| 2022 | ECCV | Learning Energy-Based Models with Adversarial Training. | Xuwang Yin, Shiying Li, Gustavo K. Rohde |
| 2022 | ICASSP | Nearest Subspace Search in The Signed Cumulative Distribution Transform Space For 1d Signal Classification. | Abu Hasnat Mohammad Rubaiyat, Mohammad Shifat-E.-Rabbi, Yan Zhuang, Shiying Li, Gustavo K. Rohde |
| 2021 | ICLR | Wasserstein Embedding for Graph Learning. | Soheil Kolouri, Navid NaderiAlizadeh, Gustavo K. Rohde, Heiko Hoffmann |
| 2020 | CHASE | Poster: A Pilot Study On Camera-based Neurological Deficit Detection. | Yan Zhuang, Mohamed Hassan, Chad M. Aldridge, Xuwang Yin, Timothy McMurry, Andrew M. Southerland, Gustavo K. Rohde |
| 2020 | ICLR | GAT: Generative Adversarial Training for Adversarial Example Detection and Robust Classification. | Xuwang Yin, Soheil Kolouri, Gustavo K. Rohde |
| 2019 | ICLR | Sliced Wasserstein Auto-Encoders. | Soheil Kolouri, Phillip E. Pope, Charles E. Martin, Gustavo K. Rohde |
| 2018 | CVPR | Sliced Wasserstein Distance for Learning Gaussian Mixture Models. | Soheil Kolouri, Gustavo K. Rohde, Heiko Hoffmann |
| 2017 | ACSSC | Reconstructing high-resolution cardiac MR movies from under-sampled frames. | Liam Cattell, Craig H. Meyer, Frederick H. Epstein, Gustavo K. Rohde |
| 2017 | ICASSP | Epithelium-stroma classification in histopathological images via convolutional neural networks and self-taught learning. | Yue Huang, Han Zheng, Chi Liu, Gustavo K. Rohde, Delu Zeng, Jiaqi Wang, Xinghao Ding |
| 2016 | CVPR | Sliced Wasserstein Kernels for Probability Distributions. | Soheil Kolouri, Yang Zou, Gustavo K. Rohde |
| 2016 | MICCAI | Hierarchical Feature Extraction for Nuclear Morphometry-Based Cancer Diagnosis. | Chi Liu, Yue Huang, Ligong Han, John A. Ozolek, Gustavo K. Rohde |
| 2015 | CVPR | Transport-based single frame super resolution of very low resolution face images. | Soheil Kolouri, Gustavo K. Rohde |
| 2012 | ACSSC | A linear transport-based embedding method for analyzing biomedical images. | Gustavo K. Rohde, Wei Wang, Saurav Basu, Dejan Slepcev |
| 2006 | ICASSP | Stochastic Analysis of Geometric Image Processing Using B-Splines. | Gustavo K. Rohde, Dennis M. Healy Jr., Carlos Alberto Berenstein, Akram Aldroubi, Daniel N. Rockmore |