Ashkan Shahbazi
5 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(12)
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Mathematics & Optimization
(2)
Application Areas
(2)
Architectures
(2)
Mathematics
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Core AI
(1)
Domain-Specific
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Keywords
sliced wasserstein distance
(2)
gradient flow
(2)
optimal transport
(2)
probability measure
(1)
entropic regularization
(1)
physics-informed neural network
(1)
transportation plan
(1)
information flow
(1)
sinkhorn normalization
(1)
finite element method
(1)
l2 distance
(1)
stereographic projection
(1)
surgical simulation
(1)
soft tissue deformation
(1)
spherical distribution
(1)
sliced optimal transport
(1)
cortical surface registration
(1)
generalized radon transform
(1)
rotationally invariant
(1)
doubly-stochastic attention
(1)
Papers
Neural-Augmented Kelvinlet for Real-Time Soft Tissue Deformation Modeling
AAAI 2026
ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans
ICML 2025
Expected Sliced Transport Plans
ICLR 2025
Linear Spherical Sliced Optimal Transport: A Fast Metric for Comparing Spherical Data
ICLR 2025
Stereographic Spherical Sliced Wasserstein Distances
ICML 2024