Mischa Dombrowski
- D'ARTAGNAN: Counterfactual Video Generation
2022/06/03 by Hadrien Reynaud, Reynaud, Hadrien, Athanasios Vlontzos +11 · 6 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Healthcare
- Trade-offs in Fine-tuned Diffusion Models Between Accuracy and Interpretability
2023/03/31 by Mischa Dombrowski, Hadrien Reynaud, Dombrowski, Mischa +7 · 5 citations
Computer Science · Social Sciences · #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Topic Modeling
- Image Generation Diversity Issues and How to Tame Them
2024/11/25 by Mischa Dombrowski, Dombrowski, Mischa, Weitong Zhang +7 · 10 citations
Social Sciences · #Socioeconomic Development in MENA #Gender Diversity and Inequality
- EchoNet-Synthetic: Privacy-preserving Video Generation for Safe Medical Data Sharing
2024/06/02 by Hadrien Reynaud, Reynaud, Hadrien, Qingjie Meng +13 · 8 citations
Computer Science · #Privacy-Preserving Technologies in Data #Advanced Steganography and Watermarking Techniques
- Many tasks make light work: Learning to localise medical anomalies from multiple synthetic tasks
2023/07/03 by Matthew Baugh, Jeremy Tan, Baugh, Matthew +9 · 3 citations
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare
- Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models
2022/12/29 by Mischa Dombrowski, Dombrowski, Mischa, Hadrien Reynaud +5 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications