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"