%0 Journal Article
%B Computer-Aided Civil And Infrastructure Engineering
%D 2021
%G eng
%N 4
%R 10.1111/mice.12755
%T Finicky transfer learning—A method of pruning convolutional neural networks for cracks classification on edge devices
%V 37
%8 03/2022
%& 500

%0 Journal Article
%B Bulletin of the Polish Academy of Sciences: Technical Sciences
%D 2021
%G eng
%N 3
%R 10.24425/bpasts.2021.137123
%T The measurements of surface defect area with an RGB-D camera for a BIM-backed bridge inspection
%V 69
%8 6/2021

%0 Journal Article
%B SoftwareX
%D 2021
%G eng
%R 10.1016/j.softx.2021.100893
%T KrakN: Transfer Learning framework and dataset for infrastructure thin crack detection
%U https://arxiv.org/abs/2004.12337
%V 16
%8 12/2021
%& 100893

%0 Book Section
%B 2nd Workshop on Engineering  Optimization – WEO 2021
%C Warsaw
%D 2021
%G eng
%I Institute of Fundamental Technological Research of the Polish Academy of Sciences
%T Advances in applicable deep-learning based defect  detection
%U http://v4shm.ippt.pan.pl/WEO2021-BookOfAbstracts.pdf
%@ 987-83-65550-23-1

%0 Book Section
%B 2nd Workshop on Engineering  Optimization – WEO 2021
%C Warsaw
%D 2021
%G eng
%I Institute of Fundamental Technological Research of the Polish Academy of Sciences
%T Extracting crack characteristics from RGB-D images
%U http://v4shm.ippt.pan.pl/WEO2021-BookOfAbstracts.pdf
%@ 987-83-65550-23-1

%0 Journal Article
%B IEEE Access
%D 2022
%G eng
%R 10.1109/ACCESS.2022.3212918
%T Computer Vision Based Inspection on Post-Earthquake With UAV Synthetic Dataset
%U https://arxiv.org/abs/2210.05282
%V 10
%8 10/2022
%& 108134

%0 Journal Article
%B Bulletin of the Polish Academy of Sciences Technical Sciences
%D 2023
%G eng
%N 6
%R 10.24425/bpasts.2023.147340
%T A deep learning method for hard-hat-wearing detection based on head center localization
%U https://journals.pan.pl/dlibra/publication/147340/edition/128931/content
%V 71 (EA)
%8 10/2023

%0 Conference Paper
%B Conference on Lifelong Learning Agents
%C Montreal, Canada
%D 2023
%G eng
%T The Effectiveness of World Models for Continual Reinforcement Learning
%U https://lifelong-ml.cc/online_proceedings

%0 Conference Paper
%B Workshop on Structural Health Monitoring
%D 2022
%G eng
%I Springer Link
%R https://doi.org/10.1007/978-3-031-07258-1_49
%T An Efficient Computer Vision-Based Method for Estimation of Dynamic Displacements in Spatial Truss Structures
%8 06/2022
%@ 978-3-031-07257-4

%0 Journal Article
%B SoftwareX
%D 2025
%G eng
%N 102093
%R 10.1016/j.softx.2025.102093
%T dpVision: environment for multimodal images
%U http://dx.doi.org/10.1016/j.softx.2025.102093
%V 30
%8 02/2025

%0 Journal Article
%B IEEE Access
%D 2024
%G eng
%R 10.1109/ACCESS.2024.3459424
%T Multi-Step Feature Fusion for Natural Disaster Damage Assessment on Satellite Images
%8 09/2024
%& 140072 - 140081

%0 Journal Article
%B arXiv preprint
%G eng
%R  https://doi.org/10.48550/arXiv.2504.09956
%T Semantic Depth Matters: Explaining Errors of Deep Vision Networks through Perceived Class Similarities
%U arXiv:2504.09956

%0 Conference Paper
%B Intelligent Data Analysis XXIII [IDA]
%C Konstanz, Germany
%D 2025
%G eng
%I Springer Nature
%R 10.1007/978-3-031-91398-3_10
%T Balancing Performance and Scalability of Demand Forecasting ML Models
%U https://doi.org/10.1007/978-3-031-91398-3_10
%8 05/2025
%@ 978-3-031-91398-3

%0 Journal Article
%B arXiv preprint
%G eng
%R https://arxiv.org/abs/2505.21338
%T Beyond Accuracy: Uncovering the Role of Similarity Perception and its Alignment with Semantics in Supervised Learning
%U https://arxiv.org/abs/2505.21338

%0 Journal Article
%B IEEE Access
%D 2026
%G eng
%R 10.1109/ACCESS.2026.3709101
%T Neuroplasticity-inspired dynamic ANNs for multi-task demand forecasting
%U https://ieeexplore.ieee.org/abstract/document/11592373
%8 07/2026

%0 Journal Article
%B Earthquake Engineering and Engineering Vibration
%D 2023
%G eng
%R 10.1007/s11803-023-2154-3
%T A framework for computer vision-based health monitoring of a truss structure subjected to unknown excitations
%U https://link.springer.com/article/10.1007/s11803-023-2154-3
%8 01/2023

%0 Generic
%B PP-RAI 2025
%D 2025
%G eng
%T Development of an effective method for detecting small buildings in satellite images

%0 Journal Article
%B Geoscience and Remote Sensing Letters
%D 2026
%G eng
%T  Map-Guided Cross-Training for Building Detection

%0 Conference Paper
%B European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
%D 2026
%T Inspecting Training Dynamics of Similarity Development in Supervised Vision Networks