Implementation of Hinton's forward-forward (FF) algorithm - an alternative to back-propagation

This repo houses all code for ZetraTrading's Youtube Channel

Experiments with supervised contrastive learning methods with different loss functions

Code for temporal efficient training

Fully Spiking Variational Autoencoder

[NeurIPS 2020] Balanced Meta-Softmax for Long-Tailed Visual Recognition

Deep Anomaly Detection with Outlier Exposure (ICLR 2019)

Evaluate three types of task shifting with popular continual learning algorithms.

Codebase for "Online Continual Learning with Maximally Interfered Retrieval"

A New Meta-Baseline for Few-Shot Learning

[NeurIPS 2020] Code for the paper "Balanced Meta-Softmax for Long-Tailed Visual Recognition"

sequential learning in orthogonal subspaces

Contains code for the NeurIPS 2020 paper by Pan et al., "Continual Deep Learning by FunctionalRegularisation of Memorable Past"

Continual Learning in Low-rank Orthogonal Subspaces (NeurIPS'20)

Graph Convolutional Networks in PyTorch

When Does Label Smoothing Help?_pytorch_implementationimp

Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow

PyTorch implementation of "Continual Learning with Deep Generative Replay", NIPS 2017