Conor Durkan

1. Neural Spline Flows
   2019/06/10 by Conor Durkan, Artur Bekasov, Durkan, Conor +5 · 70 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Cell Image Analysis Techniques #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
2. Maximum Likelihood Training of Score-Based Diffusion Models
   2021/01/22 by Yang Song, Conor Durkan, Song, Yang +5 · 68 citations
   Medicine · Computer Science · Physics and Astronomy · #Advanced Neuroimaging Techniques and Applications #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks
3. Reduce, Reuse, Recycle: Compositional Generation with Energy-Based Diffusion Models and MCMC
   2023/02/22 by Yilun Du, Du, Yilun, Conor Durkan +15 · 31 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Topic Modeling
4. Continuous diffusion for categorical data
   2022/11/28 by Sander Dieleman, Dieleman, Sander, Laurent Sartran +25 · 26 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Music and Audio Processing
5. On Contrastive Learning for Likelihood-free Inference
   2020/02/10 by Conor Durkan, Iain Murray, Durkan, Conor +3 · 10 citations
   Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Gaussian Processes and Bayesian Inference #Machine Learning and Algorithms
6. sbi reloaded: a toolkit for simulation-based inference workflows
   2024/11/26 by Jan Boelts, Boelts, Jan, Michael Deistler +63 · 12 citations
   Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management #Simulation Techniques and Applications
7. Autoregressive Energy Machines
   2019/04/11 by Charlie Nash, Conor Durkan, Nash, Charlie +1 · 3 citations
   Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)