X. Liu (2024), Efficiency in Deep Learning: Image and Video Deep Model Efficiency, PhD Thesis Delft University of Technology.

Silvia L. Pintea, Yancong Lin, Jouke Dijkstra, Jan C. van Gemert (2023), A step towards understanding why classification helps regression, Cristina Ceballos (Eds.), In Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision (ICCV) p.19915-19924, IEEE.

Frans de Boer, Jan C. van Gemert, Jouke Dijkstra, Silvia L. Pintea (2023), Is there progress in activity progress prediction?, Cristina Ceballos (Eds.), In Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) p.2950-2958, IEEE.

Xin Liu, Jan C. van Gemert, Fatemeh Karimi Nejadasl, Olaf Booij, Silvia L. Pintea (2023), Objects do not disappear: Video object detection by single-frame object location anticipation, Cristina Ceballos (Eds.), In Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision (ICCV) p.6927-6938, IEEE.

Y. Lin (2022), Data-efficient learning of geometric structures from single-view images, PhD Thesis Delft University of Technology.

Yancong Lin, Ruben Wiersma, Silvia L. Pintea, Klaus Hildebrandt, Elmar Eisemann, Jan C. van Gemert (2022), Deep Vanishing Point Detection: Geometric priors make dataset variations vanish, L. O'Conner (Eds.), In Proceedings of the 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) p.6093-6103, IEEE.

Xin Liu, Silvia L. Pintea, Fatemeh Karimi Nejadasl, Olaf Booij, Jan C. van Gemert (2021), No frame left behind: Full Video Action Recognition, L. O'Conner (Eds.), In 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) p.14887-14896, IEEE.

Silvia L. Pintea, Nergis Tömen, Stanley F. Goes, Marco Loog, Jan van Gemert (2021), Resolution learning in deep convolutional networks using scale-space theory, In IEEE Transactions on Image Processing Volume 30 p.8342 - 8353.

Silvia L. Pintea, Siddharth Sharma, Femke C. Vossepoel, Jan C. van Gemert, Marco Loog, Dirk J. Verschuur (2021), Seismic inversion with deep learning: A proposal for litho-type classification, In Computational Geosciences Volume 26 (2022) p.351-364.

Yancong Lin, Silvia-Laura Pintea, Jan van Gemert (2021), Semi-Supervised Lane Detection With Deep Hough Transform, In 2021 IEEE International Conference on Image Processing (ICIP) p.1514-1518, IEEE.