simoneangarano

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

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.

kernl

Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackable.

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.

mup

maximal update parametrization (µP)

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".

cv

A LaTeX template for academic CVs

MGD

Masked Generative Distillation (ECCV 2022)

BreizhCrops

A Satellite Time Series Dataset for Crop Type Identification

RSC

This is the official implementation of Self-Challenging Improves Cross-Domain Generalization, ECCV2020

Knowledge_distillation_via_TF2.0

The codes for recent knowledge distillation algorithms and benchmark results via TF2.0 low-level API

AcT

Official code for "Action Transformer: A Self-attention Model for Short-time Pose-based Human Action Recognition", Pattern Recognition (2022).

MPOSE2021_Dataset

This repository contains the MPOSE2021 Dataset for short-time pose-based Human Action Recognition (HAR).

EdgeSRGAN

Repository for "Generative Adversarial Super-Resolution at the Edge with Knowledge Distillation" (Angarano et al., 2022).

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).

prue

FAKD

FAKD: Feature Augmented Knowledge Distillation for Semantic Segmentation

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.