Zbigniew Wojna
Zbigniew Wojna
Two Sigma
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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
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
Augmentation for small object detection
M Kisantal, Z Wojna, J Murawski, J Naruniec, K Cho
arXiv preprint arXiv:1902.07296, 2019
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
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
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
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, 1694-1706, 2019
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: Third …, 2018
A crowdsourcing approach to develop machine learning models to quantify radiographic joint damage in rheumatoid arthritis
D Sun, TM Nguyen, RJ Allaway, J Wang, V Chung, VY Thomas, M Mason, ...
JAMA network open 5 (8), e2227423-e2227423, 2022
Deep Learning for Rheumatoid Arthritis: Joint Detection and Damage Scoring in X-rays
K Maziarz, A Krason, Z Wojna
Workshop on AI for Public Health at ICLR 2021, 2021
The devil is in the decoders
Z Wojna, V Ferrari, S Guadarrama, N Silberman, L chieh Chen, A Fathi, ...
InBMVC, 2017
Holistic multi-view building analysis in the wild with projection pooling
Z Wojna, K Maziarz, Ł Jocz, R Pałuba, R Kozikowski, I Kokkinos
Proceedings of the AAAI Conference on Artificial Intelligence, 35(4), 2870-2878, 2021
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
Automated Property Inspections
R Kozikowski, Z Wojna, L Jocz, R Tybor, R Paluba, W Surala, P Jarosz
US Patent App. 17/828,138, 2022
G-RMI object detection
A Fathi, C Sun, I Fischer, J Huang, K Murphy, S Guadarrama, Y Song, ...
2nd ImageNet COCO Vis. Recognit. Challenges Joint Workshop, 2016
Fast methods in training deep neural networks for image recognition
Z Wojna
Master of Research Thesis, University College London, 2015
Extracting structured information from 2D images
Z Wojna
UCL (University College London), 2020
SpaceNet 6: Announcing the Winners, 2020
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