Heli Ben-Hamu
- 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
- 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, Heli Ben-Hamu, Maron, Haggai +5 · 41 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
- Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking
2025/05/30 by Heli Ben-Hamu, Itai Gat, Ben-Hamu, Heli +7 · 37 citations
Mathematics · Physics and Astronomy · #Statistical Methods and Inference #Model Reduction and Neural Networks #Numerical methods in inverse problems