Rethinking the Inception Architecture for Computer Vision. - Christian Szegedy; Vincent Vanhoucke; Sergey Ioffe; Jonathon Shlens; Zbigniew Wojna (CVPR, 2016)

The Devil is in the Decoder. - Zbigniew Wojna; Jasper R. R. Uijlings; Sergio Guadarrama; Nathan Silberman; Liang-Chieh Chen; Alireza Fathi; Vittorio Ferrari (BMVC, 2017)

Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors. - Jonathan Huang; Vivek Rathod; Chen Sun 002; Menglong Zhu; Anoop Korattikara; Alireza Fathi; Ian Fischer; Zbigniew Wojna; Yang Song 009; Sergio Guadarrama; Kevin Murphy 002 (CVPR, 2017)

Attention-Based Extraction of Structured Information from Street View Imagery. - Zbigniew Wojna; Alexander N. Gorban; Dar-Shyang Lee; Kevin Murphy 002; Qian Yu; Yeqing Li; Julian Ibarz (ICDAR, 2017)

Semantic Instance Segmentation via Deep Metric Learning. - Alireza Fathi; Zbigniew Wojna; Vivek Rathod; Peng Wang 001; Hyun Oh Song; Sergio Guadarrama; Kevin P. Murphy (CoRR, 2017)

Large-Scale Mammography CAD with Deformable Conv-Nets. - Stephen Morrell; Zbigniew Wojna; Can Son Khoo; Sébastien Ourselin; Juan Eugenio Iglesias (RAMBO+BIA+TIA@MICCAI, 2018)

Augmentation for small object detection. - Mate Kisantal; Zbigniew Wojna; Jakub Murawski; Jacek Naruniec; Kyunghyun Cho (CoRR, 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 Inside the Network. - Maciej Sypetkowski; Jakub Jasiulewicz; Zbigniew Wojna (CoRR, 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)

Extracting structured information from 2D images. - Zbigniew Wojna (2020)

Holistic Multi-View Building Analysis in the Wild with Projection Pooling. - Zbigniew Wojna; Krzysztof Maziarz; Lukasz Jocz; Robert Paluba; Robert Kozikowski; Iasonas Kokkinos (AAAI, 2021)

Deep Learning for Rheumatoid Arthritis: Joint Detection and Damage Scoring in X-rays. - Krzysztof Maziarz; Anna Krason; Zbigniew Wojna (CoRR, 2021)