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vor 7 Jahren | |
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activeLearning | vor 7 Jahren | |
evaluation | vor 8 Jahren | |
reweighting | vor 8 Jahren | |
.gitignore | vor 8 Jahren | |
COPYING | vor 8 Jahren | |
COPYING.LESSER | vor 8 Jahren | |
README.md | vor 8 Jahren | |
datasetAcquisition.py | vor 8 Jahren | |
example_setup.cfg | vor 8 Jahren | |
helperFunctions.py | vor 8 Jahren | |
methodSelection.py | vor 8 Jahren |
Source code for methods described in the following papers:
Active learning and discovery of object categories in the presence of unnameable instances, C Käding, A Freytag, E Rodner, P Bodesheim, J Denzler, Computer Vision and Pattern Recognition (CVPR), 2015
Large-Scale Active Learning with Approximations of Expected Model Output Changes, C Käding, A Freytag, E Rodner, A Perino, J Denzler, German Conference on Pattern Recognition (GCPR), 2016
Watch, Ask, Learn, and Improve: A Lifelong Learning Cycle for Visual Recognition, C Käding, E Rodner, A Freytag, J Denzler, European Symposium on Artificial Neural Networks (ESANN), 2016
If you use parts of the code, please cite the corresponding papers.