This repository collects our work on the topic of overfitting in event alignment frameworks, such as CMax.
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A Fast Geometric Regularizer to Mitigate Event Collapse in the Contrast Maximization Framework, published at Advanced Intelligent Systems, 2022.
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Event Collapse in Contrast Maximization Frameworks, published at Sensors, 2022.
If you use this work in your research, please cite it as follows:
@article{Shiba22aisy,
author = {Shintaro Shiba and Yoshimitsu Aoki and Guillermo Gallego},
title = {A Fast Geometric Regularizer to Mitigate Event Collapse
in the Contrast Maximization Framework},
journal = {Advanced Intelligent Systems},
year = {2022},
month = {December},
doi = {10.1002/aisy.202200251}
}
@article{Shiba22sensors,
author = {Shintaro Shiba and Yoshimitsu Aoki and Guillermo Gallego},
title = {Event Collapse in Contrast Maximization Frameworks},
journal = {Sensors},
year = {2022},
month = {July},
doi = {10.3390/s22145190}
}- Shintaro Shiba (Keio Univ., TU Berlin)
- Yoshimitsu Aoki (Keio Univ.)
- Guillermo Gallego (TU Berlin, ECDF, SCIoI)