Perone, Christian S.

1. Evaluation of sentence embeddings in downstream and linguistic probing tasks
   2018/06/16 by Christian S. Perone, Roberto Silveira, Roberto Pereira Silveira +5 · 1 voice · 18 citations
   Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL
2. Unsupervised domain adaptation for medical imaging segmentation with self-ensembling
   2018/11/14 by Christian S. Perone, Pedro Ballester, Perone, Christian S. +7 · 11 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging #cs.CV
3. Safe Real-World Autonomous Driving by Learning to Predict and Plan with a Mixture of Experts
   2022/11/03 by Stefano Pini, Christian S. Perone, Pini, Stefano +9 · 11 citations
   Engineering · #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO) #Traffic Prediction and Management Techniques
4. Deep Active Learning for Axon-Myelin Segmentation on Histology Data
   2019/07/11 by Melanie Lubrano di Scandalea, Christian S. Perone, di Scandalea, Melanie Lubrano +6 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Domain Adaptation and Few-Shot Learning #Molecular Biology Techniques and Applications #cs.CV #cs.LG