Semantic Instance Segmentation via Deep Metric Learning
Hyun Oh Song , Sergio Guadarrama , Kevin P. Murphy , Vivek Rathod
arXiv: Computer Vision and Pattern Recognition
219
2017
Attention-based Extraction of Structured Information from Street View Imagery
Dar-Shyang Lee , Yeqing Li , Kevin Murphy , Qian Yu
arXiv: Computer Vision and Pattern Recognition
164
2017
Rethinking the Inception Architecture for Computer Vision
Christian Szegedy , Vincent Vanhoucke , Sergey Ioffe , Jonathon Shlens
arXiv: Computer Vision and Pattern Recognition
24,743
2015
Deep Learning for Rheumatoid Arthritis: Joint Detection and Damage Scoring in X-rays.
Zbigniew Wojna , Krzysztof Maziarz , Anna Krason
arXiv: Computer Vision and Pattern Recognition
4
2021
Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms
Thomas Schaffter , Diana SM Buist , Christoph I Lee , Yaroslav Nikulin
JAMA Network Open , 3 (3) , Article e200265. (2020) 3 ( 3)
213
2020
The Devil is in the Decoder: Classification, Regression and GANs
Zbigniew Wojna , Vittorio Ferrari , Sergio Guadarrama , Nathan Silberman
International Journal of Computer Vision 127 ( 11) 1694 -1706
21
2019
Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors
Jonathan Huang , Vivek Rathod , Chen Sun , Menglong Zhu
computer vision and pattern recognition 3296 -3297
2,900
2017
Augmentation for small object detection
Mate Kisantal , Zbigniew Wojna , Jakub Murawski , Jacek Naruniec
9th International Conference on Advances in Computing and Information Technology (ACITY 2019) 9 ( 17) 1
363
2019
A crowdsourcing approach to develop machine learning models to quantify radiographic joint damage in rheumatoid arthritis
Dongmei Sun , Thanh M Nguyen , Robert J Allaway , Jelai Wang
JAMA network open 5 ( 8) e2227423 -e2227423
1
2022
G-RMI object detection
Alireza Fathi , Anoop Korattikara , Chen Sun , Ian Fischer
2nd ImageNet COCO Vis. Recognit. Challenges Joint Workshop
1
2016
The devil is in the decoders
Zbigniew Wojna , Vittorio Ferrari , Sergio Guadarrama , Nathan Silberman
InBMVC
6
2017
Holistic multi-view building analysis in the wild with projection pooling
Zbigniew Wojna , Krzysztof Maziarz , Łukasz Jocz , Robert Pałuba
Proceedings of the AAAI Conference on Artificial Intelligence 35 ( 4) 2870 -2878
5
2021
Large-scale mammography CAD with deformable conv-nets
Stephen Morrell , Zbigniew Wojna , Can Son Khoo , Sebastien Ourselin
Image Analysis for Moving Organ, Breast, and Thoracic Images: Third International Workshop, RAMBO 2018, Fourth International Workshop, BIA 2018, and First International Workshop, TIA 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 and 20, 2018, Proceedings 3 64 -72
16
2018
Automated Property Inspections
Robert Kozikowski , Zbigniew Wojna , Lukasz Jocz , Rafal Tybor
3
2022
Training dnns in o (1) memory with mem-dfa using random matrices
Tien Chu , Kamil Mykitiuk , Miron Szewczyk , Adam Wiktor
arXiv preprint arXiv:2012.11745
3
2020
Fast methods in training deep neural networks for image recognition
Zbigniew Wojna
Master of Research Thesis, University College London
1
2015
Extracting structured information from 2D images
Zbigniew Wojna
UCL (University College London)
2020
SpaceNet 6: Announcing the Winners
https://medium.com/the-downlinq/spacenet-6-announcing-the-winners-df817712b515
2020