Soheil Kolouri
- Optimal Mass Transport: Signal processing and machine-learning applications
2017/07/01 by Soheil Kolouri, Se Rim Park, Matthew Thorpe +3 · 17 citations
Computer Science · Physics and Astronomy · #Medical Image Segmentation Techniques #Topological and Geometric Data Analysis #Statistical Mechanics and Entropy
- Characterizing Out-of-Distribution Error via Optimal Transport
2023/05/25 by Yuzhe Lu, Yilong Qin, Lu, Yuzhe +17 · 5 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Traffic Prediction and Management Techniques
- Wasserstein Embedding for Graph Learning
2020/06/16 by Soheil Kolouri, Kolouri, Soheil, Navid Naderializadeh +5 · 3 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- The Cumulative Distribution Transform and Linear Pattern Classification
2015/07/21 by Se Rim Park, Park, Se Rim, Soheil Kolouri +5 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications #Time Series Analysis and Forecasting
- Wasserstein Task Embedding for Measuring Task Similarities
2022/08/24 by Xinran Liu, Yikun Bai, Liu, Xinran +7 · 3 citations
Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Teaching Networks to Solve Optimization Problems
2022/02/08 by Xinran Liu, Liu, Xinran, Yuzhe Lu +9 · 3 citations
Computer Science · Engineering · #Machine Learning and Algorithms #Reservoir Engineering and Simulation Methods #Fault Detection and Control Systems
- NOLA: Compressing LoRA using Linear Combination of Random Basis
2023/10/04 by Soroush Abbasi Koohpayegani, K L Navaneet, Koohpayegani, Soroush Abbasi +7 · 2 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Advanced Neural Network Applications
- Generalized Sliced Distances for Probability Distributions
2020/02/28 by Soheil Kolouri, Kolouri, Soheil, Kimia Nadjahi +5 · 1 citation
Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Stereographic Spherical Sliced Wasserstein Distances
2024/02/04 by Huy Tran, Tran, Huy, Yikun Bai +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Image Processing Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Fused Partial Gromov-Wasserstein for Structured Objects
2025/02/14 by Yikun Bai, Bai, Yikun, Huy Tran +7 · 3 citations
Computer Science · #Digital Image Processing Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Expected Sliced Transport Plans
2024/10/16 by Xinran Liu, Liu, Xinran, Rocío Díaz Martín +11 · 3 citations
Business, Management and Accounting · Engineering · #Advanced Manufacturing and Logistics Optimization #FOS: Computer and information sciences #FOS: Mathematics #Law, logistics, and international trade #Machine Learning (cs.LG) #Metric Geometry (math.MG)
- One Category One Prompt: Dataset Distillation using Diffusion Models
2024/03/11 by Ali Abbasi, Ashkan Shahbazi, Abbasi, Ali +5 · 1 citation
Engineering · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Process Optimization and Integration
- Constrained Sliced Wasserstein Embedding
2025/06/02 by Navid Naderializadeh, Darian Salehi, NaderiAlizadeh, Navid +5 · 2 citations
Dentistry · #Oral and Maxillofacial Pathology
- Linear Partial Gromov-Wasserstein Embedding
2024/10/22 by Yikun Bai, Abihith Kothapalli, Bai, Yikun +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Medicine · #Dermatological and Skeletal Disorders #Bone health and treatments #Fibroblast Growth Factor Research
- SE(3)-MeanFlow: Few-Step Protein Backbone Generation on Lie Groups
2026/07/29 by Yikun Bai, Binghang Lu, Yikai Liu +7
Computer Science · #cs.LG #cs.AI