Follow
Firas Laakom
Firas Laakom
PhD student, Tampere University, Finland
Verified email at tuni.fi - Homepage
Title
Cited by
Cited by
Year
INTEL-TAU: A Color Constancy Dataset
F Laakom, J Raitoharju, A Iosifidis, J Nikkanen, M Gabbouj
IEEE Access, 2021
532021
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
422020
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
352019
WLD-Reg: A Data-dependent Within-layer Diversity Regularizer
F Laakom, J Raitoharju, A Iosifidis, M Gabbouj
AAAI 2023, 2023
11*2023
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
11*2020
Reducing redundancy in the bottleneck representation of the autoencoders
F Laakom, J Raitoharju, A Iosifidis, M Gabbouj
arXiv preprint arXiv:2202.04629, 2022
102022
On feature diversity in energy-based models
F Laakom, J Raitoharju, A Iosifidis, M Gabbouj
arXiv preprint arXiv:2306.01489, 2023
92023
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
92021
Graph embedding with data uncertainty
F Laakom, J Raitoharju, N Passalis, A Iosifidis, M Gabbouj
IEEE access 10, 24232-24239, 2022
72022
Visual product tracking system using siamese neural networks
T Jalonen, F Laakom, M Gabbouj, T Puoskari
IEEE Access 9, 76796-76805, 2021
72021
Learning distinct features helps, provably
F Laakom, J Raitoharju, A Iosifidis, M Gabbouj
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023
52023
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
52021
Newton method-based subspace support vector data description
F Sohrab, F Laakom, M Gabbouj
2023 IEEE Symposium Series on Computational Intelligence (SSCI), 1372-1379, 2023
42023
Robust channel-wise illumination estimation
F Laakom, J Raitoharju, J Nikkanen, A Iosifidis, M Gabbouj
The 32nd British Machine Vision Conference (BMVC), 2021
42021
Efficient CNN with uncorrelated Bag of Features pooling
F Laakom, J Raitoharju, A Iosifidis, M Gabbouj
IEEE Symposium Series on Computational Intelligence (SSCI), 1082-1087, 2022
32022
2-D Predictive Filters for Polynomial Signals With Applications to Wind Profiler Data
F Laakom
Finnish URSI Convention on Radio Science, 2019
32019
Convolutional autoencoder-based multimodal one-class classification
F Laakom, F Sohrab, J Raitoharju, A Iosifidis, M Gabbouj
arXiv preprint arXiv:2309.14090, 2023
12023
Pixel-Wise Color Constancy via Smoothness Techniques in Multi-Illuminant Scenes
UC Entok, F Laakom, F Pakdaman, M Gabbouj
arXiv preprint arXiv:2402.02922, 2024
2024
Class-wise Generalization Error: an Information-Theoretic Analysis
F Laakom, Y Bu, M Gabbouj
arXiv preprint arXiv:2401.02904, 2024
2024
Feature Diversity in Neural Networks: Theory and Algorithms
F Laakom
Tampere University, 2024
2024
The system can't perform the operation now. Try again later.
Articles 1–20