Yaron Lipman
- Flow Matching Guide and Code
2024/12/09 by Yaron Lipman, Marton Havasi, Lipman, Yaron +18 · 10 voices · 80 citations
Decision Sciences · Computer Science · #Simulation Techniques and Applications #Software System Performance and Reliability
- Volume Rendering of Neural Implicit Surfaces
2021/06/22 by Lior Yariv, Jiatao Gu, Yariv, Lior +5 · 62 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Flow Matching on General Geometries
2023/02/07 by Ricky T. Q. Chen, Yaron Lipman · 2 voices · 45 citations
#cs.LG #cs.AI #stat.ML
- Implicit Geometric Regularization for Learning Shapes
2020/02/24 by Amos Gropp, Lior Yariv, Gropp, Amos +7 · 38 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation
2023/02/16 by Omer Bar-Tal, Bar-Tal, Omer, Lior Yariv +5 · 52 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
- Multisample Flow Matching: Straightening Flows with Minibatch Couplings
2023/04/28 by Aram-Alexandre Pooladian, Heli Ben-Hamu, Pooladian, Aram-Alexandre +9 · 1 voice · 39 citations
#cs.LG
- Invariant and Equivariant Graph Networks
2018/12/24 by Haggai Maron, Maron, Haggai, Heli Ben-Hamu +5 · 37 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Quality and Management #Epigenetics and DNA Methylation #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Provably Powerful Graph Networks
2019/05/27 by Haggai Maron, Heli Ben-Hamu, Maron, Haggai +5 · 22 citations
Computer Science · Materials Science · #Advanced Graph Neural Networks #Stochastic Gradient Optimization Techniques #Graphene research and applications
- Frame Averaging for Invariant and Equivariant Network Design
2021/10/07 by Omri Puny, Puny, Omri, Matan Atzmon +11 · 18 citations
Computer Science · Materials Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science
- Guided Flows for Generative Modeling and Decision Making
2023/11/22 by Qinqing Zheng, Zheng, Qinqing, Matt Le +9 · 22 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 · 17 citations
Engineering · #Fluid Dynamics and Turbulent Flows #Lattice Boltzmann Simulation Studies
- Moser Flow: Divergence-based Generative Modeling on Manifolds
2021/08/18 by Noam Rozen, Aditya Grover, Rozen, Noam +5 · 8 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Weisfeiler and Leman go Machine Learning: The Story so far
2021/12/18 by Christopher G. Morris, Yaron Lipman, Morris, Christopher +13 · 9 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Complex Network Analysis Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
- Generator Matching: Generative modeling with arbitrary Markov processes
2024/10/27 by Peter Holderrieth, Holderrieth, Peter, Marton Havasi +15 · 16 citations
Engineering · #Electric Power System Optimization
- SALD: Sign Agnostic Learning with Derivatives
2020/06/09 by Matan Atzmon, Yaron Lipman, Atzmon, Matan +1 · 7 citations
Engineering · Computer Science · #3D Shape Modeling and Analysis #Human Pose and Action Recognition #Advanced Numerical Analysis Techniques
- Bespoke Solvers for Generative Flow Models
2023/10/29 by Neta Shaul, Juan C. Pérez, Shaul, Neta +9 · 5 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Machine Learning in Healthcare #Explainable Artificial Intelligence (XAI)
- On Kinetic Optimal Probability Paths for Generative Models
2023/06/11 by Neta Shaul, Shaul, Neta, Ricky T. Q. Chen +7 · 4 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
- Equivariant Polynomials for Graph Neural Networks
2023/02/22 by Omri Puny, Derek Lim, Puny, Omri +7 · 2 citations
Computer Science · Materials Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Parallel Computing and Optimization Techniques
- Generalized Schrödinger Bridge Matching
2023/10/03 by Guan-Horng Liu, Yaron Lipman, Liu, Guan-Horng +9 · 2 citations
Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Control (math.OC)