Gregorova, Magda

1. Continual Classification Learning Using Generative Models
   2018/10/24 by Frantzeska Lavda, Lavda, Frantzeska, Jason Ramapuram +5 · 5 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
2. Diffusion-based Visual Counterfactual Explanations -- Towards Systematic Quantitative Evaluation
   2023/08/11 by Philipp Vaeth, Alexander M. Fruehwald, Vaeth, Philipp +5 · 2 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)
3. Discrete Graph Auto-Encoder
   2023/06/13 by Yoann Boget, Boget, Yoann, Magda Gregorová +3 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Topic Modeling
4. GradCheck: Analyzing classifier guidance gradients for conditional diffusion sampling
   2024/06/25 by Vaeth, Philipp, Fruehwald, Alexander M., Paassen, Benjamin +1 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)