Zbigniew Wojna

According to our database, Zbigniew Wojna authored at least 13 papers between 2016 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Deep Learning for Rheumatoid Arthritis: Joint Detection and Damage Scoring in X-rays.

Krzysztof Maziarz, Anna Krason, Zbigniew Wojna

CoRR, 2021

Holistic Multi-View Building Analysis in the Wild with Projection Pooling.

Zbigniew Wojna, Krzysztof Maziarz, Lukasz Jocz, Robert Paluba, Robert Kozikowski, Iasonas Kokkinos

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Extracting structured information from 2D images.

Zbigniew Wojna

PhD thesis, 2020

Training DNNs in O(1) memory with MEM-DFA using Random Matrices.

Tien Chu, Kamil Mykitiuk, Miron Szewczyk, Adam Wiktor, Zbigniew Wojna

CoRR, 2020

Augmentation Inside the Network.

Maciej Sypetkowski, Jakub Jasiulewicz, Zbigniew Wojna

CoRR, 2020

2019

The Devil is in the Decoder: Classification, Regression and GANs.

Zbigniew Wojna, Vittorio Ferrari, Sergio Guadarrama, Nathan Silberman, Liang-Chieh Chen, Alireza Fathi, Jasper R. R. Uijlings

Int. J. Comput. Vis., 2019

Augmentation for small object detection.

Mate Kisantal, Zbigniew Wojna, Jakub Murawski, Jacek Naruniec, Kyunghyun Cho

CoRR, 2019

2018

Large-Scale Mammography CAD with Deformable Conv-Nets.

Stephen Morrell, Zbigniew Wojna, Can Son Khoo, Sébastien Ourselin, Juan Eugenio Iglesias

Proceedings of the Image Analysis for Moving Organ, Breast, and Thoracic Images, 2018

2017

Semantic Instance Segmentation via Deep Metric Learning.

Alireza Fathi, Zbigniew Wojna, Vivek Rathod, Peng Wang, Hyun Oh Song, Sergio Guadarrama, Kevin P. Murphy

CoRR, 2017

Attention-Based Extraction of Structured Information from Street View Imagery.

Zbigniew Wojna, Alexander N. Gorban, Dar-Shyang Lee, Kevin Murphy, Qian Yu, Yeqing Li, Julian Ibarz

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors.

Jonathan Huang, Vivek Rathod, Chen Sun, Menglong Zhu, Anoop Korattikara, Alireza Fathi, Ian Fischer, Zbigniew Wojna, Yang Song, Sergio Guadarrama, Kevin Murphy

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

The Devil is in the Decoder.

Zbigniew Wojna, Jasper R. R. Uijlings, Sergio Guadarrama, Nathan Silberman, Liang-Chieh Chen, Alireza Fathi, Vittorio Ferrari

Proceedings of the British Machine Vision Conference 2017, 2017

2016

Rethinking the Inception Architecture for Computer Vision.

Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe, Jonathon Shlens, Zbigniew Wojna

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016