Spurek, Przemysław
- GaMeS: Mesh-Based Adapting and Modification of Gaussian Splatting
2024/02/02 by Joanna Waczyńska, Piotr Borycki, Waczyńska, Joanna +7 · 21 citations
Engineering · #Advanced Semiconductor Detectors and Materials #Chalcogenide Semiconductor Thin Films #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Perovskite Materials and Applications
- Processing of missing data by neural networks
2018/05/18 by Marek Śmieja, Łukasz Struski, Smieja, Marek +7 · 5 citations
Computer Science · #Blind Source Separation Techniques #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
- LIDL: Local Intrinsic Dimension Estimation Using Approximate Likelihood
2022/06/29 by Piotr Tempczyk, Tempczyk, Piotr, Michaluk, Rafał +7 · 6 citations
Computer Science · #Advanced Vision and Imaging #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Gaussian Splatting with NeRF-based Color and Opacity
2023/12/21 by Dawid Malarz, Weronika Smolak, Malarz, Dawid +7 · 1 voice · 6 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Industrial Vision Systems and Defect Detection #cs.CV
- GASP: Gaussian Splatting for Physic-Based Simulations
2024/09/09 by Piotr Borycki, Borycki, Piotr, Weronika Smolak +9 · 9 citations
Decision Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Simulation Techniques and Applications
- D-MiSo: Editing Dynamic 3D Scenes using Multi-Gaussians Soup
2024/05/23 by Joanna Waczyńska, Piotr Borycki, Waczyńska, Joanna +7 · 6 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Robotics and Sensor-Based Localization
- AutoLoRA: AutoGuidance Meets Low-Rank Adaptation for Diffusion Models
2024/10/04 by Artur Kasymov, Kasymov, Artur, Marcin Sendera +7 · 6 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare
- Hypernetworks build Implicit Neural Representations of Sounds
2023/02/09 by Szatkowski, Filip, Piczak, Karol J., Spurek, Przemysław +2 · 3 citations
#Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- MeshSplats: Mesh-Based Rendering with Gaussian Splatting Initialization
2025/02/11 by Tobiasz, Rafał, Wilczyński, Grzegorz, Mazur, Marcin +2 · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
- Classifier-free Guidance with Adaptive Scaling
2025/02/14 by Dawid Malarz, Malarz, Dawid, Artur Kasymov +7 · 8 citations
Engineering · #Inertial Sensor and Navigation #Advanced Measurement and Metrology Techniques #Astronomical Observations and Instrumentation
- MiraGe: Editable 2D Images using Gaussian Splatting
2024/10/02 by Joanna Waczyńska, Tomasz Szczepanik, Waczyńska, Joanna +9 · 5 citations
Engineering · Computer Science · #CCD and CMOS Imaging Sensors #Satellite Image Processing and Photogrammetry #Digital Image Processing Techniques
- HyperShot: Few-Shot Learning by Kernel HyperNetworks
2022/03/21 by Marcin Sendera, Marcin Przewięźlikowski, Sendera, Marcin +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
- HyperSound: Generating Implicit Neural Representations of Audio Signals with Hypernetworks
2022/11/03 by Filip Szatkowski, Karol J. Piczak, Szatkowski, Filip +7 · 2 citations
Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Hearing Loss and Rehabilitation #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
- VeGaS: Video Gaussian Splatting
2024/11/17 by Smolak-Dyżewska, Weronika, Malarz, Dawid, Howil, Kornel +3 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- FreSh: Frequency Shifting for Accelerated Neural Representation Learning
2024/10/07 by Adam Kania, Kania, Adam, Marko Mihajlović +7 · 4 citations
Computer Science · #Neural Networks and Applications
- 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
- RaySplats: Ray Tracing based Gaussian Splatting
2025/01/31 by Byrski, Krzysztof, Mazur, Marcin, Tabor, Jacek +4 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Processing of incomplete images by (graph) convolutional neural networks
2020/10/26 by Danel, Tomasz, Śmieja, Marek, Struski, Łukasz +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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, Marek Śmieja, Sendera, Marcin +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
- 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
- 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
- HINT: Hypernetwork Approach to Training Weight Interval Regions in Continual Learning
2024/05/24 by Krukowski, Patryk, Bielawska, Anna, Książek, Kamil +3 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Gaussian model for closed curves
2023/04/03 by Krzysztof Byrski, Byrski, Krzysztof, Przemysław Spurek +3 · 1 citation
Agricultural and Biological Sciences · Chemistry · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Leaf Properties and Growth Measurement #Morphological variations and asymmetry #Spectroscopy and Chemometric Analyses
- 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
- GeoGuide: Geometric guidance of diffusion models
2024/07/17 by Mateusz Poleski, Jacek Tabor, Poleski, Mateusz +3 · 2 citations
Earth and Planetary Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geological Modeling and Analysis
- PR-ENDO: Physically Based Relightable Gaussian Splatting for Endoscopy
2024/11/19 by Joanna Kaleta, Kaleta, Joanna, Weronika Smolak-Dyżewska +9 · 1 citation
Medicine · #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Neural Surface Priors for Editable Gaussian Splatting
2024/11/27 by Jakub Szymkowiak, Weronika Jakubowska, Szymkowiak, Jakub +13 · 1 citation
Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Surface Roughness and Optical Measurements
- HyperMask: Adaptive Hypernetwork-based Masks for Continual Learning
2023/09/29 by Kamil Książek, Przemysław Spurek, Książek, Kamil +1 · 1 citation
Computer Science · Psychology · Social Sciences · #68T07 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.6 #Innovative Teaching and Learning Methods #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Online and Blended Learning