Mélanie Roschewitz

1. Rethinking Fair Representation Learning for Performance-Sensitive Tasks
   2024/10/05 by Charles Jones, Fabio De Sousa Ribeiro, Jones, Charles +7 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Mitigating attribute amplification in counterfactual image generation
   2024/03/14 by Tian Xia, Mélanie Roschewitz, Xia, Tian +7 · 2 citations
   Engineering · Biochemistry, Genetics and Molecular Biology · #Image Processing Techniques and Applications #Cell Image Analysis Techniques
3. CF-Seg: Counterfactuals meet Segmentation
   2025/06/19 by Raghav Mehta, Fabio De Sousa Ribeiro, Mehta, Raghav +11 · 4 citations
   Medicine · Computer Science · Engineering · #COVID-19 diagnosis using AI #AI in cancer detection #Medical Imaging and Analysis
4. Bowel Obstruction Detection and Localization on Abdominal CT with Deep Learning
   2026/07/24 by Moritz Vandenhirtz, Andrea Agostini, Dana Belde +5
   #cs.CV #cs.LG