Marton Havasi
- Flow Matching Guide and Code
2024/12/09 by Yaron Lipman, Lipman, Yaron, Marton Havasi +18 · 10 voices · 83 citations
Decision Sciences · Computer Science · #Simulation Techniques and Applications #Software System Performance and Reliability
- Training independent subnetworks for robust prediction
2020/10/13 by Marton Havasi, Rodolphe Jenatton, Havasi, Marton +13 · 2 voices · 11 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #cs.CV #cs.LG #stat.ML
- Flow Matching with General Discrete Paths: A Kinetic-Optimal Perspective
2024/12/04 by Neta Shaul, Itai Gat, Shaul, Neta +15 · 1 voice · 19 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 · 16 citations
Engineering · #Electric Power System Optimization
- Uncertainty Baselines: Benchmarks for Uncertainty & Robustness in Deep Learning
2021/06/07 by Zachary Nado, Nado, Zachary, Neil Band +49 · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Inference in Deep Gaussian Processes using Stochastic Gradient Hamiltonian Monte Carlo
2018/06/14 by Marton Havasi, Havasi, Marton, José Miguel Hernández-Lobato +3 · 3 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
- Minimal Random Code Learning: Getting Bits Back from Compressed Model Parameters
2018/09/30 by Marton Havasi, Havasi, Marton, Robert Peharz +3 · 3 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Edit Flows: Flow Matching with Edit Operations
2025/06/10 by Marton Havasi, Havasi, Marton, Brian Karrer +5 · 19 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Exact Byte-Level Probabilities from Tokenized Language Models for FIM-Tasks and Model Ensembles
2024/10/11 by Buu Phan, Brandon Amos, Phan, Buu +9 · 1 voice · 5 citations
#cs.CL #cs.LG
- Understanding and Mitigating Tokenization Bias in Language Models
2024/06/24 by Buu Phan, Phan, Buu, Marton Havasi +5 · 3 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- EvalGIM: A Library for Evaluating Generative Image Models
2024/12/13 by Melissa Hall, Hall, Melissa, Oscar Mañas +31 · 1 citation
Computer Science · #Image Retrieval and Classification Techniques #Generative Adversarial Networks and Image Synthesis #Medical Image Segmentation Techniques