Simon, Loïc

1. Diffusion Models for Counterfactual Explanations
   2022/03/29 by Guillaume Jeanneret, Loïc Simon, Jeanneret, Guillaume +3 · 14 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
2. Adversarial Counterfactual Visual Explanations
   2023/03/17 by Guillaume Jeanneret, Loïc Simon, Jeanneret, Guillaume +3 · 12 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Anomaly Detection Techniques and Applications #Adversarial Robustness in Machine Learning
3. Text-to-Image Models for Counterfactual Explanations: a Black-Box Approach
   2023/09/14 by Guillaume Jeanneret, Jeanneret, Guillaume, Loïc Simon +3 · 8 citations
   Computer Science · Materials Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
4. An Adversarial Regularisation for Semi-Supervised Training of Structured Output Neural Networks
   2017/02/08 by Mateusz Koziński, Koziński, Mateusz, Loïc Simon +3 · 1 citation
   Computer Science · #Advanced Image Processing Techniques #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis