Zbigniew Wojna
Zbigniew Wojna
University College London
Verified email at ucl.ac.uk
Title
Cited by
Cited by
Year
Rethinking the inception architecture for computer vision
C Szegedy, V Vanhoucke, S Ioffe, J Shlens, Z Wojna
Proceedings of the IEEE conference on computer vision and pattern …, 2016
179452016
Speed/accuracy trade-offs for modern convolutional object detectors
J Huang, V Rathod, C Sun, M Zhu, A Korattikara, A Fathi, I Fischer, ...
Proceedings of the IEEE conference on computer vision and pattern …, 2017
23592017
Semantic instance segmentation via deep metric learning
A Fathi, Z Wojna, V Rathod, P Wang, HO Song, S Guadarrama, ...
arXiv preprint arXiv:1703.10277, 2017
1742017
Augmentation for small object detection
M Kisantal, Z Wojna, J Murawski, J Naruniec, K Cho
arXiv preprint arXiv:1902.07296, 2019
1532019
Attention-based extraction of structured information from street view imagery
Z Wojna, AN Gorban, DS Lee, K Murphy, Q Yu, Y Li, J Ibarz
2017 14th IAPR International Conference on Document Analysis and Recognition …, 2017
1302017
Evaluation of combined artificial intelligence and radiologist assessment to interpret screening mammograms
T Schaffter, DSM Buist, CI Lee, Y Nikulin, D Ribli, Y Guan, W Lotter, Z Jie, ...
JAMA network open 3 (3), e200265-e200265, 2020
1042020
The devil is in the decoder
Z Wojna, V Ferrari, S Guadarrama, N Silberman, LC Chen, A Fathi, ...
British Machine Vision Conference 2017, BMVC 2017, 1-13, 2017
672017
The devil is in the decoder: Classification, regression and gans
Z Wojna, V Ferrari, S Guadarrama, N Silberman, LC Chen, A Fathi, ...
International Journal of Computer Vision 127 (11), 1694-1706, 2019
462019
Large-scale mammography CAD with deformable conv-nets
S Morrell, Z Wojna, CS Khoo, S Ourselin, JE Iglesias
Image Analysis for Moving Organ, Breast, and Thoracic Images, 64-72, 2018
82018
Deep Learning for Rheumatoid Arthritis: Joint Detection and Damage Scoring in X-rays
K Maziarz, A Krason, Z Wojna
arXiv preprint arXiv:2104.13915, 2021
12021
Training DNNs in O (1) memory with MEM-DFA using Random Matrices
T Chu, K Mykitiuk, M Szewczyk, A Wiktor, Z Wojna
arXiv preprint arXiv:2012.11745, 2020
12020
Augmentation Inside the Network
M Sypetkowski, J Jasiulewicz, Z Wojna
arXiv preprint arXiv:2012.10769, 2020
12020
Holistic multi-view building analysis in the wild with projection pooling
Z Wojna, K Maziarz, Ł Jocz, R Pałuba, R Kozikowski, I Kokkinos
arXiv preprint arXiv:2008.10041, 2020
12020
Fast methods in training deep neural networks for image recognition
Z Wojna
Master of Research Thesis, University College London, 2015
12015
Automated Property Inspections
R Kozikowski, Z Wojna, L Jocz, R Tybor, R Paluba, W Surala, P Jarosz
US Patent App. 16/924,588, 2022
2022
Extracting structured information from 2D images
Z Wojna
UCL (University College London), 2020
2020
G-RMI Object Detection
A Fathi, A Korattikara, C Sun, I Fischer, J Huang, K Murphy, M Zhu, ...
2016
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