paolomandica

OmniSeg3D

Segment Everything All at Once

HALO

Official PyTorch implementation of the ICML 2024 paper "Hyperbolic Active Learning for Semantic Segmentation under Domain Shift"

calibration_library

Pytorch library for model calibration metrics and visualizations as well as recalibration methods. In progress!

Conference-Acceptance-Rate

Acceptance rates for the major AI conferences

superpoint_transformer

Official PyTorch implementation of Superpoint Transformer introduced in [ICCV'23] "Efficient 3D Semantic Segmentation with Superpoint Transformer" and SuperCluster introduced in [3DV'24 Oral] "Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering"

Awesome-Hyperbolic-NeuralNetworks

Papers and Codes for the deep learning in hyperbolic space

beyond-jupyter

Software design principles for machine learning applications

active_learning

HCL

ChatGPTify

Spotify playlist generator via ChatGPT

PiPa

Official Implementation of PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation

MIC

[CVPR23] Official Implementation of MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation

lit-llama

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

awesome-semantic-segmentation-pytorch

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

tuning_playbook

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

solo-learn

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

pinlabsapienza.github.io

sapienza-ppt-template

Unofficial power point template for La Sapienza, University of Rome.

BYOL

Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

reverie

:art: A ridiculously elegant Jekyll theme.

Dreambooth-Stable-Diffusion

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion

PT4AL

Official PyTorch implementation of "PT4AL: Using Self-Supervised Pretext Tasks for Active Learning (ECCV2022)"

ST-TR

Spatial Temporal Transformer Network for Skeleton-Based Activity Recognition

vicreg

VICReg official code base

self_supervised

A Pytorch-Lightning implementation of self-supervised algorithms

hyp_metric

Hyperbolic Vision Transformers: Combining Improvements in Metric Learning | Official repository

awesome-italia-remote

A list of remote-friendly or full-remote companies that targets Italian talents.

STSGCN

Repository for "Space-Time-Separable Graph Convolutional Network for Pose Forecasting" (ICCV 2021)

NTURGB-D

Info and sample codes for "NTU RGB+D Action Recognition Dataset"