Simone Angarano's starred repositories
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
torchscale
Foundation Architecture for (M)LLMs
RepDistiller
[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods
Knowledge-Distillation-Zoo
Pytorch implementation of various Knowledge Distillation (KD) methods.
TimeSformer
The official pytorch implementation of our paper "Is Space-Time Attention All You Need for Video Understanding?"
torchdistill
A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆25 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.
Neighborhood-Attention-Transformer
Neighborhood Attention Transformer, arxiv 2022 / CVPR 2023. Dilated Neighborhood Attention Transformer, arxiv 2022
LabelFusion
LabelFusion: A Pipeline for Generating Ground Truth Labels for Real RGBD Data of Cluttered Scenes
Efficient-CapsNet
Official TensorFlow code for the paper "Efficient-CapsNet: Capsule Network with Self-Attention Routing".
BreizhCrops
A Satellite Time Series Dataset for Crop Type Identification
Knowledge_distillation_via_TF2.0
The codes for recent knowledge distillation algorithms and benchmark results via TF2.0 low-level API
MPOSE2021_Dataset
This repository contains the MPOSE2021 Dataset for short-time pose-based Human Action Recognition (HAR).
ClusterWay
Official TensorFlow code for the paper "Waypoint Generation in Row-based Crops with Deep Learning and Contrastive Clustering" presented at ECML PKDD 2022.
Back-to-Bones
A testbed for backbones in DG. Repository for "Back-to-Bones: Rediscovering the Role of Backbones in Domain Generalization" (Angarano et al., 2022).
Edge_TPU_Face_Mask_Detection
Real time face mask detection system with edge TPUs
RSC-Wrapper
TF2.x model wrapper to train a network with RSC regularizer.