Publications

[Extracted from DiVA, the publication database at KTH.]

Finnveden, L.; Jansson, Y.; Lindeberg, T. (2021):

Understanding when spatial transformer networks do not support invariance, and what to do about it.

[Conference paper] ICPR 2020: 25th International Conference on Pattern Recognition, Milan, Italy, January 10-15, 2021; ICPR 2020: International Conference on Pattern Recognition 3427-3434 [Details]

Finnveden, L.; Jansson, Y.; Lindeberg, T. (2020):

The problems with using STNs to align CNN feature maps.

[Conference paper] Northern Lights Deep Learning Workshop 2020, Tromsø, Norway, 20-21 Jan 2020; [Details]

Jansson, Y.; Maydanskiy, M.; Finnveden, L.; Lindeberg, T. (2020):

Inability of spatial transformations of CNN feature maps to support invariant recognition.

Report [Details]

Jansson, Y.; Maydanskiy, M.; Finnveden, L.; Lindeberg, T. (2020):

Spatial transformations in convolutional networks and invariant recognition..

[Conference paper] DeepMath2020 Conference on the Mathematical Theory of Deep Neural Networks Nov 5 - Nov 6, 2020; [Details]

Finnveden, L.; Jansson, Y.; Lindeberg, T. (2020):

Understanding when spatial transformer networks do not support invariance, and what to do about it.

Manuscript (preprint) [Details]