Maciej Zięba
- UCSG-Net -- Unsupervised Discovering of Constructive Solid Geometry Tree
2020/06/16 by Kacper Kania, Maciej Zięba, Kania, Kacper +3 · 6 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Classifier-free Guidance with Adaptive Scaling
2025/02/14 by Dawid Malarz, Artur Kasymov, Malarz, Dawid +7 · 8 citations
Engineering · #Inertial Sensor and Navigation #Advanced Measurement and Metrology Techniques #Astronomical Observations and Instrumentation
- HyperShot: Few-Shot Learning by Kernel HyperNetworks
2022/03/21 by Marcin Sendera, Sendera, Marcin, Marcin Przewięźlikowski +9 · 2 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Classical Out-of-Distribution Detection Methods Benchmark in Text Classification Tasks
2023/07/13 by Mateusz Baran, Baran, Mateusz, Joanna Baran +7 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
- Probabilistically Plausible Counterfactual Explanations with Normalizing Flows
2024/05/27 by Patryk Wielopolski, Wielopolski, Patryk, Oleksii Furman +5 · 2 citations
Computer Science · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME) #Reservoir Engineering and Simulation Methods #Scientific Computing and Data Management
- NeRFlame: FLAME-based conditioning of NeRF for 3D face rendering
2023/03/10 by Wojciech Zając, Zając, Wojciech, Waczyńska, Joanna +7 · 1 citation
Computer Science · Engineering · #Face recognition and analysis #3D Shape Modeling and Analysis #Generative Adversarial Networks and Image Synthesis
- Unifying Perspectives: Plausible Counterfactual Explanations on Global, Group-wise, and Local Levels
2024/05/27 by Oleksii Furman, Patryk Wielopolski, Furman, Oleksii +6 · 2 citations
Arts and Humanities · Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME) #Philosophy and History of Science #Qualitative Comparative Analysis Research
- MultiPlaneNeRF: Neural Radiance Field with Non-Trainable Representation
2023/05/17 by Dominik Zimny, Zimny, Dominik, Kasymov, Artur +8 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Image Processing and 3D Reconstruction
- Neural Surface Priors for Editable Gaussian Splatting
2024/11/27 by Jakub Szymkowiak, Szymkowiak, Jakub, Weronika Jakubowska +13 · 1 citation
Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Surface Roughness and Optical Measurements
- CEL: Comprehensive Counterfactual Explanations Library and Benchmark
2026/07/24 by Oleksii Furman, Łukasz Lenkiewicz, Marcel Musiałek +1
#cs.LG #cs.AI