Stars
This repository contains the presentation material for an assignment for "Machine Learning and Deep Learning" course at Politecnico di Torino, a.a 2020/2021
Notes from the course 01TYMOV of Prof. Antonio Lioy, POLITECNICO DI TORINO A.A. 2020/21.
Official PyTorch implementation of "Speeding up Heterogeneous Federated Learning with Sequentially Trained Superclients", accepted at ICPR 2022
SSD: A Unified Framework for Self-Supervised Outlier Detection [ICLR 2021]
FrancescoCappio / swad
Forked from khanrc/swadOfficial Implementation of SWAD (NeurIPS 2021)
FrancescoCappio / OpenDG-DAML
Forked from thuml/OpenDG-DAMLCode release for Open Domain Generalization with Domain-Augmented Meta-Learning (CVPR2021)
FrancescoCappio / sagnet
Forked from hyseob/SagNetReducing Domain Gap by Reducing Style Bias (SagNets)
FrancescoCappio / VDD-DAOD
Forked from AmingWu/VDD-DAODVector-Decomposed Disentanglement for Domain-Invariant Object Detection
Collection of useful scripts for deep learning projects
On the Challenges of Open World Recognition under Shifting Visual Domains
One-Shot Unsupervised Cross Domain Detection
Official implementation of https://arxiv.org/abs/2106.03496
FrancescoCappio / ood-metrics
Forked from tayden/ood-metricsFunctions for computing metrics c 69A2 ommonly used in the field of out-of-distribution (OOD) detection
FrancescoCappio / fedjax
Forked from marcociccone/fedjaxFedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.
Official implementation of paper "Semantic Novelty Detection via Relational Reasoning"
[CVPR22] Official Implementation of DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation
A Deep NN to classify traffic signs
The objective of this work is to improve the Tree-CNN approach and this will be done by the HA-Growing algorithm (Human Adaptive-Growing), that enhances the growing process and integrates the data-…