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Firas Laakom
Firas Laakom
PhD student, Tampere University, Finland
Verified email at tuni.fi - Homepage
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Year
Bag of color features for color constancy
F Laakom, N Passalis, J Raitoharju, J Nikkanen, A Tefas, A Iosifidis, ...
IEEE Transactions on Image Processing 29, 7722-7734, 2020
292020
INTEL-TAU: A Color Constancy Dataset
F Laakom, J Raitoharju, A Iosifidis, J Nikkanen, M Gabbouj
IEEE Access, 2021
262021
Color Constancy Convolutional Autoencoder
F Laakom, J Raitoharju, A Iosifidis, J Nikkanen, M Gabbouj
2019 IEEE Symposium Series on Computational Intelligence (SSCI), 1085-1090, 2019
212019
Probabilistic color constancy
F Laakom, J Raitoharju, A Iosifidis, U Tuna, J Nikkanen, M Gabbouj
2020 IEEE International Conference on Image Processing (ICIP), 978-982, 2020
8*2020
On feature diversity in energy-based models
F Laakom, J Raitoharju, A Iosifidis, M Gabbouj
Energy Based Models Workshop-ICLR 2021, 2021
62021
Graph embedding with data uncertainty
F Laakom, J Raitoharju, N Passalis, A Iosifidis, M Gabbouj
IEEE access 10, 24232-24239, 2022
52022
Within-layer Diversity Reduces Generalization Gap
F Laakom, J Raitoharju, A Iosifidis, M Gabbouj
ITR3-ICML 2021, 2021
42021
Reducing redundancy in the bottleneck representation of the autoencoders
F Laakom, J Raitoharju, A Iosifidis, M Gabbouj
arXiv preprint arXiv:2202.04629, 2022
32022
Learning to ignore: rethinking attention in CNNs
F Laakom, K Chumachenko, J Raitoharju, A Iosifidis, M Gabbouj
The 32nd British Machine Vision Conference (BMVC), 2021
32021
Monte Carlo Dropout Ensembles for Robust Illumination Estimation
F Laakom, J Raitoharju, A Iosifidis, J Nikkanen, M Gabbouj
2021 International Joint Conference on Neural Networks (IJCNN), 1-7, 2021
32021
Visual Product Tracking System Using Siamese Neural Networks
T Jalonen, F Laakom, M Gabbouj, T Puoskari
IEEE Access 9, 76796-76805, 2021
22021
2-D Predictive Filters for Polynomial Signals With Applications to Wind Profiler Data
F Laakom
Proceedings of XXXV Finnish URSI Convention on Radio Science, 2019
22019
WLD-Reg: A Data-dependent Within-layer Diversity Regularizer
F Laakom, J Raitoharju, A Iosifidis, M Gabbouj
arXiv preprint arXiv:2301.01352, 2023
2023
Efficient CNN with uncorrelated Bag of Features pooling
F Laakom, J Raitoharju, A Iosifidis, M Gabbouj
arXiv preprint arXiv:2209.10865, 2022
2022
Non-Linear Spectral Dimensionality Reduction Under Uncertainty
F Laakom, J Raitoharju, N Passalis, A Iosifidis, M Gabbouj
arXiv preprint arXiv:2202.04678, 2022
2022
Robust channel-wise illumination estimation
F Laakom, J Raitoharju, J Nikkanen, A Iosifidis, M Gabbouj
The 32nd British Machine Vision Conference (BMVC), 2021
2021
Learning distinct features helps, provably
F Laakom, J Raitoharju, A Iosifidis, M Gabbouj
arXiv preprint arXiv:2106.06012, 2021
2021
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