Assistant Professor @ Università di Pisa | Continual Learning Researcher | Lead Maintainer of Avalanche
Repositories
AntonioCarta/avalanche
Avalanche: a End-to-End Library for Continual Learning
AntonioCarta/avalanche-demo
Jupyter notebooks to showcase Continual Learning with Avalanche
AntonioCarta/continual_cd_imm
Implementation of the Class-Domain Infinite Mixture Model from the paper "CD-IMM: The Benefits of Domain-based Mixture Models in Bayesian Continual Learning"
AntonioCarta/torch_dpmm
A pytorch-based implementation of Dirichlet Process Mixture Model (DPMM)
AntonioCarta/mslmn
Experiments for "Incremental Training of a Recurrent Neural Network Exploiting a Multi-Scale Dynamic Memory". Accepted @ ECML 2020
AntonioCarta/ex_model_cl
Experiments on continual learning from a stream of pretrained models.
AntonioCarta/data-agnostic-consolidation
Distributed Continual Learning with Projected Latent Distillation and Data-Agnostic Consolidation
AntonioCarta/hpc2019_experiments
Experiments with MKLDNN, pytorch, and Charliecloud containers on the cluster
AntonioCarta/kindle-clippings
A simple python script to extract clippings from 'My Clippings.txt', organize, store and output them in a more elegant way.
AntonioCarta/continual-learning-baselines
Reproduction of popular results from the Continual Learning literature using the Avalanche library.
AntonioCarta/cannon
A simple library to manage pytorch experiments
AntonioCarta/ThreeRNN
ThreeRNN model for SemEval 2017 Task 3
AntonioCarta/rnn_autoencoding_neurips2020
Experiments for paper "Short-Term Memory Optimization in Recurrent Neural Networks by Autoencoder-based Initialization" @ Neurips 2020 workshop Beyond Backpropagation
AntonioCarta/mpi_opt
Hyperparameter optimization with MPI
AntonioCarta/mpi_learn
Distributed learning with mpi4py
AntonioCarta/MetalBug
my first game with love2d, tribute to metal slug
AntonioCarta/patatrack
AntonioCarta/crowdsense
User localization and hazard simulation
AntonioCarta/ciclopi_model
AntonioCarta/pa_react
React clone. Final term for the Advanced Programming course
AntonioCarta/iron-llvm
Safe Rust LLVM bindings
AntonioCarta/dragon_compiler
A small compiler for an imperative language written in Rust.
AntonioCarta/simple-interpreter-PR2
ml expression interpreter
AntonioCarta/filter-lib
IUM final
AntonioCarta/sOS
Another small experimental Kernel...
AntonioCarta/Progetto-finale-SOL
client/server out-of-band signaling system written in POSIX C