vlomonaco
AI & Continual Learning Assistant Professor @ Unipi.it. Co-Founding President and Lab Director @ ContinualAI.org. Co-Founder and Board Member @ AIforPeople.org
University Of PisaPisa, Italy
Pinned Repositories
avalanche
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
colab
Continual Learning tutorials and demo running on Google Colaboratory.
wiki
ContinualAI Wiki: a collaborative wiki on Continual/Lifelong Machine Learning
cvpr_clvision_challenge
CVPR 2020 Continual Learning Challenge - Submit your CL algorithm today!
ar1-pytorch
AR1* with Latent Replay, implemented in PyTorch
continual-learning
PyTorch implementation of various methods for continual learning (XdG, EWC, SI, DGR, LwF, Replay-through-Feedback).
core50
CORe50: a new Dataset and Benchmark for Continual Learning
GradientEpisodicMemory
Continuum Learning with GEM: Gradient Episodic Memory
norb-creator
NorbCreator: an easy way to sequentialize the NORB dataset.
US-TransportationMode
Transportation Mode Detection with Unconstrained Smartphones Sensors
vlomonaco's Repositories
vlomonaco/core50
CORe50: a new Dataset and Benchmark for Continual Learning
vlomonaco/US-TransportationMode
Transportation Mode Detection with Unconstrained Smartphones Sensors
vlomonaco/ar1-pytorch
AR1* with Latent Replay, implemented in PyTorch
vlomonaco/continual-learning
PyTorch implementation of various methods for continual learning (XdG, EWC, SI, DGR, LwF, Replay-through-Feedback).
vlomonaco/agem
Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow
vlomonaco/avalanche
Avalanche: a End-to-End Library for Continual Learning.
vlomonaco/caffe-tensorflow
Caffe models in TensorFlow
vlomonaco/MNIST-for-Numpy
A simple, easy to use MNIST loader written in Python 3
vlomonaco/tutorials
Learn how to use OpenMined by Example
vlomonaco/website
My old website (now deprecated). Check the new version based on Gitbook here: http://vincenzolomonaco.com
vlomonaco/atom
:atom: The hackable text editor
vlomonaco/caffe
Caffe: a fast open framework for deep learning.
vlomonaco/capsule-net-pytorch
A PyTorch implementation of CapsNet architecture in the NIPS 2017 paper "Dynamic Routing Between Capsules".
vlomonaco/Continual-Learning-Benchmark
Evaluate three types of task shifting with popular continual learning algorithms.
vlomonaco/evalai-starters
How to create a challenge on EvalAI?
vlomonaco/Fine-Grained-Continual-Learning
Implementation of AR1* and CWR* Continual Learning techniques for the NICv2 scenario
vlomonaco/Generative_Continual_Learning
vlomonaco/handbooks
This is a public repo with information about what kinds of things people put in lab handbooks.
vlomonaco/iCaRL
vlomonaco/imgclsmob
Sandbox for training convolutional networks for computer vision
vlomonaco/incremental-learning
Pytorch implementation of the paper "Revisiting Distillation and Incremental Classifier Learning."
vlomonaco/Latent-Replay
Implementation of Latent Replay, a Continual Learning strategy for Real-Time / On The Edge applications
vlomonaco/OpenMined
The OpenMined Unity Application
vlomonaco/PySyft
Private Deep Learning Client
vlomonaco/pytorch-cifar
95.16% on CIFAR10 with PyTorch
vlomonaco/random-memory-adaptation
Random memory adaptation model inspired by the paper: "Memory-based parameter adaptation (MbPA)"
vlomonaco/readthedocs.org
The source code that powers readthedocs.org
vlomonaco/TACO_2017
The TACO entry for the 2017 Audi Autonomous Driving Cup.
vlomonaco/tensorboard
TensorFlow's Visualization Toolkit
vlomonaco/vision
Datasets, Transforms and Models specific to Computer Vision