Morawiecki, Paweł

1. Towards More Realistic Membership Inference Attacks on Large Diffusion Models
   2023/06/22 by Jan Michal Dubinski, Dubiński, Jan, Antoni Kowalczuk +9 · 4 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
2. Continual Learning with Guarantees via Weight Interval Constraints
   2022/06/16 by Maciej Wołczyk, Wołczyk, Maciej, Karol J. Piczak +13 · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
3. Fast and Stable Interval Bounds Propagation for Training Verifiably Robust Models
   2019/06/03 by Paweł Morawiecki, Przemysław Spurek, Morawiecki, Paweł +5 · 1 citation
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Speech Recognition and Synthesis
4. Can Models Help Us Create Better Models? Evaluating LLMs as Data Scientists
   2024/10/30 by Michał Pietruszka, Łukasz Borchmann, Pietruszka, Michał +5 · 2 citations
   Computer Science · Decision Sciences · #Research Data Management Practices #Scientific Computing and Data Management #Semantic Web and Ontologies