Łukasz Struski
- Interpretable Image Classification with Differentiable Prototypes Assignment
2021/12/06 by Dawid Rymarczyk, Rymarczyk, Dawid, Łukasz Struski +9 · 14 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- ProtoSeg: Interpretable Semantic Segmentation with Prototypical Parts
2023/01/28 by Mikołaj Sacha, Dawid Rymarczyk, Sacha, Mikołaj +7 · 8 citations
Computer Science · #Advanced Neural Network Applications #Explainable Artificial Intelligence (XAI) #Multimodal Machine Learning Applications
- Interpretability Benchmark for Evaluating Spatial Misalignment of Prototypical Parts Explanations
2023/08/16 by Mikołaj Sacha, Bartosz Jura, Sacha, Mikołaj +9 · 9 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
- A Classification-Based Approach to Semi-Supervised Clustering with\n Pairwise Constraints
2020/01/18 by Marek Śmieja, Śmieja, Marek, Łukasz Struski +3 · 1 citation
Computer Science · #Advanced Clustering Algorithms Research #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- HyperPocket: Generative Point Cloud Completion
2021/02/11 by Przemysław Spurek, Spurek, Przemysław, Artur Kasymov +13 · 1 citation
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction
- Flow-based SVDD for anomaly detection
2021/08/10 by Marcin Sendera, Sendera, Marcin, Marek Śmieja +9 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Time Series Analysis and Forecasting
- MisConv: Convolutional Neural Networks for Missing Data
2021/10/26 by Marcin Przewięźlikowski, Marek Śmieja, Przewięźlikowski, Marcin +5 · 1 citation
Computer Science · #AI in cancer detection #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- r-softmax: Generalized Softmax with Controllable Sparsity Rate
2023/04/11 by Klaudia Bałazy, Łukasz Struski, Bałazy, Klaudia +5 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
- ProMIL: Probabilistic Multiple Instance Learning for Medical Imaging
2023/06/18 by Łukasz Struski, Struski, Łukasz, Dawid Rymarczyk +9 · 1 citation
Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning and Data Classification #electronic engineering #information engineering