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ORCIDAshkan Shahbazi
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2020 – today
- 2026
[c5]Ashkan Shahbazi, Kyvia Pereira, Jon S. Heiselman, Elaheh Akbari, Annie C. Benson, Sepehr Seifi, Xinyuan Liu, Garrison Lawrence Horswill Johnston, Jie Ying Wu, Nabil Simaan, Michael I. Miga, Soheil Kolouri:
Neural-Augmented Kelvinlet for Real-Time Soft Tissue Deformation Modeling. AAAI 2026: 25243-25251- 2025
- [c4]Xinran Liu, Yikun Bai, Rocio Diaz Martin, Kaiwen Shi, Ashkan Shahbazi, Bennett Allan Landman, Catie Chang, Soheil Kolouri:
Linear Spherical Sliced Optimal Transport: A Fast Metric for Comparing Spherical Data. ICLR 2025 - [c3]Xinran Liu, Rocio Diaz Martin, Yikun Bai, Ashkan Shahbazi, Matthew Thorpe, Akram Aldroubi, Soheil Kolouri:
Expected Sliced Transport Plans. ICLR 2025 - [c2]Ashkan Shahbazi, Elaheh Akbari, Darian Salehi, Xinran Liu, Navid Naderializadeh, Soheil Kolouri:
ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans. ICML 2025 - [i11]Ashkan Shahbazi, Elaheh Akbari, Darian Salehi, Xinran Liu, Navid Naderializadeh, Soheil Kolouri:
ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans. CoRR abs/2502.07962 (2025) - [i10]Ashkan Shahbazi, Kyvia Pereira, Jon S. Heiselman, Elaheh Akbari, Annie C. Benson, Sepehr Seifi, Xinyuan Liu, Garrison L. H. Johnston, Erwin Terpstra, Anne Draaisma, Jan-Jaap Severes, Jie Ying Wu, Nabil Simaan, Michael I. Miga, Soheil Kolouri:
Neural-Augmented Kelvinlet: Real-Time Soft Tissue Deformation with Multiple Graspers. CoRR abs/2506.08043 (2025) - [i9]Ashkan Shahbazi, Chayne Thrash, Yikun Bai, Keaton Hamm, Navid Naderializadeh
, Soheil Kolouri:
LOTFormer: Doubly-Stochastic Linear Attention via Low-Rank Optimal Transport. CoRR abs/2509.23436 (2025) - [i8]Ashkan Shahbazi, Ping He, Ali Abbasi, Yikun Bai, Xinran Liu, Elaheh Akbari, Darian Salehi, Navid Naderializadeh, Soheil Kolouri:
LUNA: Linear Universal Neural Attention with Generalization Guarantees. CoRR abs/2512.08061 (2025) - 2024
- [c1]Huy Tran, Yikun Bai, Abihith Kothapalli, Ashkan Shahbazi, Xinran Liu, Rocio Diaz Martin, Soheil Kolouri:
Stereographic Spherical Sliced Wasserstein Distances. ICML 2024: 48494-48564 - [i7]Huy Tran, Yikun Bai, Abihith Kothapalli, Ashkan Shahbazi, Xinran Liu, Rocio Diaz Martin, Soheil Kolouri:
Stereographic Spherical Sliced Wasserstein Distances. CoRR abs/2402.02345 (2024) - [i6]Yikun Bai, Rocio Diaz Martin, Hengrong Du, Ashkan Shahbazi, Soheil Kolouri:
Efficient Solvers for Partial Gromov-Wasserstein. CoRR abs/2402.03664 (2024) - [i5]Ali Abbasi, Ashkan Shahbazi, Hamed Pirsiavash, Soheil Kolouri:
One Category One Prompt: Dataset Distillation using Diffusion Models. CoRR abs/2403.07142 (2024) - [i4]Xinran Liu, Rocio Diaz Martin, Yikun Bai, Ashkan Shahbazi, Matthew Thorpe, Akram Aldroubi, Soheil Kolouri:
Expected Sliced Transport Plans. CoRR abs/2410.12176 (2024) - [i3]Xinran Liu, Yikun Bai, Rocio Diaz Martin, Kaiwen Shi, Ashkan Shahbazi, Bennett A. Landman, Catie Chang, Soheil Kolouri:
Linear Spherical Sliced Optimal Transport: A Fast Metric for Comparing Spherical Data. CoRR abs/2411.06055 (2024) - [i2]Huy Tran, Yikun Bai, Ashkan Shahbazi, John R. Hershey, Soheil Kolouri:
Understanding Learning with Sliced-Wasserstein Requires Rethinking Informative Slices. CoRR abs/2411.10651 (2024) - 2023
- [i1]Ashkan Shahbazi, Abihith Kothapalli, Xinran Liu, Robert Sheng, Soheil Kolouri:
Equivariant vs. Invariant Layers: A Comparison of Backbone and Pooling for Point Cloud Classification. CoRR abs/2306.05553 (2023)
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