Munn, Michael

1. Learning without training: The implicit dynamics of in-context learning
   2025/07/21 by Benoît Dherin, Benoit Dherin, Michael Munn +9 · 10 voices · 17 citations
   Psychology · #Innovative Teaching and Learning Methods
2. COT-GAN: Generating Sequential Data via Causal Optimal Transport
   2020/06/15 by Tianlin Xu, Li Kevin Wenliang, Xu, Tianlin +5 · 20 citations
   Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Time Series Analysis and Forecasting
3. Why neural networks find simple solutions: the many regularizers of geometric complexity
   2022/09/27 by Benoît Dherin, Dherin, Benoit, Michael Munn +5 · 7 citations
   Computer Science · Materials Science · #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Neural Networks and Applications
4. The Impact of Geometric Complexity on Neural Collapse in Transfer Learning
   2024/05/24 by Michael Munn, Munn, Michael, Benoît Dherin +3 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
5. The Geometric Occam's Razor Implicit in Deep Learning
   2021/11/30 by Dherin, Benoit, Munn, Michael, Barrett, David G. T. · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)