Passerat-Palmbach, Jonathan

1. A generic framework for privacy preserving deep learning
   2018/11/09 by Théo Ryffel, Theo Ryffel, Andrew Trask +13 · 1 voice · 27 citations
   Computer Science · #Cryptography and Data Security #Privacy-Preserving Technologies in Data #Internet Traffic Analysis and Secure E-voting
2. DeepCut: Object Segmentation from Bounding Box Annotations using\n Convolutional Neural Networks
   2016/05/25 by Martin Rajchl, Matthew Chung Hai Lee, Rajchl, Martin +19 · 3 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Fetal and Pediatric Neurological Disorders
3. Employing Weak Annotations for Medical Image Analysis Problems
   2017/08/21 by Martin Rajchl, Lisa M. Koch, Rajchl, Martin +11 · 2 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing
4. Automatic View Planning with Multi-scale Deep Reinforcement Learning\n Agents
   2018/06/08 by Amir Alansary, Loïc Le Folgoc, Alansary, Amir +25 · 1 citation
   Computer Science · Engineering · #Medical Image Segmentation Techniques #Advanced Neural Network Applications #Robotics and Sensor-Based Localization
5. Cooperative AI via Decentralized Commitment Devices
   2023/11/14 by Sun, Xinyuan, Crapis, Davide, Stephenson, Matt +3 · 2 citations
   #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
6. Trust the Process: Zero-Knowledge Machine Learning to Enhance Trust in Generative AI Interactions
   2024/02/09 by Bianca-Mihaela Ganescu, Ganescu, Bianca-Mihaela, Jonathan Passerat‐Palmbach +1 · 2 citations
   Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Privacy-preserving medical image analysis
   2020/12/10 by Ziller, Alexander, Passerat-Palmbach, Jonathan, Ryffel, Théo +8 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Statistical Privacy Guarantees of Machine Learning Preprocessing Techniques
   2021/09/06 by Ashly Lau, Jonathan Passerat‐Palmbach, Lau, Ashly +1 · 1 citation
   Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data