Neta Shaul
- Flow Matching Guide and Code
2024/12/09 by Yaron Lipman, Marton Havasi, Lipman, Yaron +18 · 10 voices · 96 citations
Decision Sciences · Computer Science · #Simulation Techniques and Applications #Software System Performance and Reliability
- Guided Flows for Generative Modeling and Decision Making
2023/11/22 by Qinqing Zheng, Matt Le, Zheng, Qinqing +9 · 30 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Reinforcement Learning in Robotics #Robotics (cs.RO) #Topic Modeling
- Flow Matching with General Discrete Paths: A Kinetic-Optimal Perspective
2024/12/04 by Neta Shaul, Shaul, Neta, Itai Gat +15 · 1 voice · 22 citations
Engineering · #Fluid Dynamics and Turbulent Flows #Lattice Boltzmann Simulation Studies
- Generator Matching: Generative modeling with arbitrary Markov processes
2024/10/27 by Peter Holderrieth, Holderrieth, Peter, Marton Havasi +15 · 24 citations
Engineering · #Electric Power System Optimization
- On Kinetic Optimal Probability Paths for Generative Models
2023/06/11 by Neta Shaul, Ricky T. Q. Chen, Shaul, Neta +7 · 8 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Stochastic Gradient Optimization Techniques
- Bespoke Solvers for Generative Flow Models
2023/10/29 by Neta Shaul, Shaul, Neta, Juan C. Pérez +9 · 6 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Machine Learning in Healthcare #Explainable Artificial Intelligence (XAI)
- Transition Matching: Scalable and Flexible Generative Modeling
2025/06/30 by Neta Shaul, Uriel Singer, Shaul, Neta +5 · 1 voice · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
- Parallel Decoding Distillation for Fast Image and Video Generation
2026/07/28 by Neta Shaul, Chao Liu, Arash Vahdat +1
#cs.CV #cs.LG