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Tampere University
- Tampere, Finland
- linkedin.com/in/firas-laakom-1b0956ba
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Implementation of Tabular Neural Gradient Orthogonalization and Specialization (TANGOS). A regularizer for neural networks described in our ICLR 2023 paper.
Information-theoretic generalization bounds for black-box algorithms
Knowledge Distillation By Sparse Representation Matching
A framework to learn Compressive Learning system with multidimensional data
PyGOP: a python package that implements various algorithms using Generalized Operational Perceptron
Bootstrapping your datasets/dataloaders in other processes
Official implementation of 'Bag of Color Features For Color Constancy' (BoCF) accepted in IEEE Transactions on Image Processing (TIP) 2020
Temporal Attention-Augmented Bilinear Network for Financial Time-Series Data Analysis
This repository provides the official implementation of 'Learning to ignore: rethinking attention in CNNs' accepted in BMVC 2021.
PyContinual (An Easy and Extendible Framework for Continual Learning)
This repository provides the official implementation of "Robust channel-wise illumination estimation." accepted in BMVC (2021).
Implements MLP-Mixer (https://arxiv.org/abs/2105.01601) with the CIFAR-10 dataset.
This repository provides code and annotations for the paper "Machine Learning Based Analysis of Finnish World War II Photographers".
This repository contains codes for "Speed-up and Multi-view extensions to Subclass Discriminant Analysis"