Florentin Guth

1. There Will Be a Scientific Theory of Deep Learning
   2026/04/23 by Jamie Simon, Daniel Kunin, Alexander Atanasov +11 · 31 voices · 1 citation
   #stat.ML #cs.LG
2. Generalization in diffusion models arises from geometry-adaptive harmonic representations
   2023/10/04 by Zahra Kadkhodaie, Florentin Guth, Eero P. Simoncelli +1 · 7 voices · 37 citations
   #cs.CV #cs.LG
3. Wavelet Score-Based Generative Modeling
   2022/08/09 by Florentin Guth, Simon Coste, Guth, Florentin +5 · 6 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
4. A Rainbow in Deep Network Black Boxes
   2023/05/29 by Florentin Guth, Brice Ménard, Guth, Florentin +5 · 2 voices · 3 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Signal Processing (eess.SP) #cs.CV #cs.LG #eess.SP #electronic engineering #information engineering
5. Learning normalized image densities via dual score matching
   2025/06/05 by Florentin Guth, Guth, Florentin, Zahra Kadkhodaie +3 · 1 voice · 4 citations
   #cs.LG