Firas Laakom - RankMe

40 papers A* 3A 2B 3Journal 27Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Class-wise Generalization Error: an Information-Theoretic analysis. Trans. Mach. Learn. Res. Firas Laakom, Moncef Gabbouj, Jürgen Schmidhuber, Yuheng Bu
2025	A*	`conf`	FACTS: A Factored State-Space Framework for World Modelling. ICLR Nanbo Li, Firas Laakom, Yucheng Xu, Wenyi Wang, Jürgen Schmidhuber
2025	A*	`conf`	Fairness Overfitting in Machine Learning: An Information-Theoretic Perspective. ICML Firas Laakom, Haobo Chen, Jürgen Schmidhuber, Yuheng Bu
2025	J	`jnl`	Fairness Overfitting in Machine Learning: An Information-Theoretic Perspective. CoRR Firas Laakom, Haobo Chen, Jürgen Schmidhuber, Yuheng Bu
2025	J	`jnl`	Huxley-Gödel Machine: Human-Level Coding Agent Development by an Approximation of the Optimal Self-Improving Machine. CoRR Wenyi Wang, Piotr Piekos, Nanbo Li, Firas Laakom, Yimeng Chen, Mateusz Ostaszewski, Mingchen Zhuge, Jürgen Schmidhuber
2025	J	`jnl`	PhysGym: Benchmarking LLMs in Interactive Physics Discovery with Controlled Priors. CoRR Yimeng Chen, Piotr Piekos, Mateusz Ostaszewski, Firas Laakom, Jürgen Schmidhuber
2024	J	`jnl`	Class-wise Generalization Error: an Information-Theoretic Analysis. CoRR Firas Laakom, Yuheng Bu, Moncef Gabbouj
2024	J	`jnl`	FACTS: A Factored State-Space Framework For World Modelling. CoRR Nanbo Li, Firas Laakom, Yucheng Xu, Wenyi Wang, Jürgen Schmidhuber
2024	—	`—`	Feature Diversity in Neural Networks: Theory and Algorithms. Firas Laakom
2024	B	`conf`	Pixel-Wise Color Constancy Via Smoothness Techniques In Multi-Illuminant Scenes. ICIP Umut Cem Entok, Firas Laakom, Farhad Pakdaman, Moncef Gabbouj
2024	J	`jnl`	Pixel-Wise Color Constancy via Smoothness Techniques in Multi-Illuminant Scenes. CoRR Umut Cem Entok, Firas Laakom, Farhad Pakdaman, Moncef Gabbouj
2024	J	`jnl`	Reducing redundancy in the bottleneck representation of autoencoders. Pattern Recognit. Lett. Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2023	J	`jnl`	Convolutional autoencoder-based multimodal one-class classification. CoRR Firas Laakom, Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2023	—	`conf`	Learning Distinct Features Helps, Provably. ECML/PKDD (2) Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2023	—	`conf`	Newton Method-Based Subspace Support Vector Data Description. SSCI Fahad Sohrab, Firas Laakom, Moncef Gabbouj
2023	J	`jnl`	Newton Method-based Subspace Support Vector Data Description. CoRR Fahad Sohrab, Firas Laakom, Moncef Gabbouj
2023	J	`jnl`	On Feature Diversity in Energy-based Models. CoRR Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2023	A*	`conf`	WLD-Reg: A Data-Dependent Within-Layer Diversity Regularizer. AAAI Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2023	J	`jnl`	WLD-Reg: A Data-dependent Within-layer Diversity Regularizer. CoRR Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2022	—	`conf`	Efficient CNN with uncorrelated Bag of Features pooling. SSCI Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2022	J	`jnl`	Efficient CNN with uncorrelated Bag of Features pooling. CoRR Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2022	J	`jnl`	Graph Embedding With Data Uncertainty. IEEE Access Firas Laakom, Jenni Raitoharju, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj
2022	J	`jnl`	Non-Linear Spectral Dimensionality Reduction Under Uncertainty. CoRR Firas Laakom, Jenni Raitoharju, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj
2022	J	`jnl`	Reducing Redundancy in the Bottleneck Representation of the Autoencoders. CoRR Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2021	J	`jnl`	INTEL-TAU: A Color Constancy Dataset. IEEE Access Firas Laakom, Jenni Raitoharju, Jarno Nikkanen, Alexandros Iosifidis, Moncef Gabbouj
2021	A	`conf`	Learning to ignore: rethinking attention in CNNs. BMVC Firas Laakom, Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2021	J	`jnl`	Learning to ignore: rethinking attention in CNNs. CoRR Firas Laakom, Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2021	B	`conf`	Monte Carlo Dropout Ensembles for Robust Illumination Estimation. IJCNN Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj
2021	A	`conf`	Robust channel-wise illumination estimation. BMVC Firas Laakom, Jenni Raitoharju, Jarno Nikkanen, Alexandros Iosifidis, Moncef Gabbouj
2021	J	`jnl`	Visual Product Tracking System Using Siamese Neural Networks. IEEE Access Tuomas Jalonen, Firas Laakom, Moncef Gabbouj, Tuomas Puoskari
2021	J	`jnl`	Within-layer Diversity Reduces Generalization Gap. CoRR Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2020	J	`jnl`	Bag of Color Features for Color Constancy. IEEE Trans. Image Process. Firas Laakom, Nikolaos Passalis, Jenni Raitoharju, Jarno Nikkanen, Anastasios Tefas, Alexandros Iosifidis, Moncef Gabbouj
2020	J	`jnl`	Graph Embedding with Data Uncertainty. CoRR Firas Laakom, Jenni Raitoharju, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj
2020	J	`jnl`	Monte Carlo Dropout Ensembles for Robust Illumination Estimation. CoRR Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj
2020	B	`conf`	Probabilistic Color Constancy. ICIP Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Uygar Tuna, Jarno Nikkanen, Moncef Gabbouj
2020	J	`jnl`	Probabilistic Color Constancy. CoRR Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Uygar Tuna, Jarno Nikkanen, Moncef Gabbouj
2019	J	`jnl`	Bag of Color Features For Color Constancy. CoRR Firas Laakom, Nikolaos Passalis, Jenni Raitoharju, Jarno Nikkanen, Anastasios Tefas, Alexandros Iosifidis, Moncef Gabbouj
2019	—	`conf`	Color Constancy Convolutional Autoencoder. SSCI Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj
2019	J	`jnl`	Color Constancy Convolutional Autoencoder. CoRR Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj
2019	J	`jnl`	INTEL-TAU: A Color Constancy Dataset. CoRR Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj