Guillaume Jeanneret

1. Diffusion Models for Counterfactual Explanations
   2022/03/29 by Guillaume Jeanneret, Jeanneret, Guillaume, Loïc Simon +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. BoDiffusion: Diffusing Sparse Observations for Full-Body Human Motion Synthesis
   2023/04/21 by Angela Castillo, María Escobar, Castillo, Angela +11 · 12 citations
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition
4. Text-to-Image Models for Counterfactual Explanations: a Black-Box Approach
   2023/09/14 by Guillaume Jeanneret, Loïc Simon, Jeanneret, Guillaume +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