Pinned Repositories
arXiv-Discord-Bot
An arXiv Discord Bot for making queries and watch new papers
awesome-uncertainty-deeplearning
This repository contains a collection of surveys, datasets, papers, and codes, for predictive uncertainty estimation in deep learning models.
DeepLabV3Plus-MUAD-Pytorch
Deeplab V3+ on the MUAD dataset
DIDO
[AAAI2024] Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression
infraParis
Multimodal & infrared automotive dataset. Published at WACV 2024 (Oral).
LDU
Latent Discriminant deterministic Uncertainty [ECCV2022]
MR_perceptual
A Study of Deep Perceptual Metrics for Image quality Assessment
MUAD-Dataset
MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks [BMVC 2022]
NAO_morpho
torch-uncertainty
Open-source framework for uncertainty and deep learning models in PyTorch :seedling:
ENSTA Paris - U2IS - AI's Repositories
ENSTA-U2IS-AI/awesome-uncertainty-deeplearning
This repository contains a collection of surveys, datasets, papers, and codes, for predictive uncertainty estimation in deep learning models.
ENSTA-U2IS-AI/torch-uncertainty
Open-source framework for uncertainty and deep learning models in PyTorch :seedling:
ENSTA-U2IS-AI/LDU
Latent Discriminant deterministic Uncertainty [ECCV2022]
ENSTA-U2IS-AI/MUAD-Dataset
MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks [BMVC 2022]
ENSTA-U2IS-AI/MR_perceptual
A Study of Deep Perceptual Metrics for Image quality Assessment
ENSTA-U2IS-AI/DeepLabV3Plus-MUAD-Pytorch
Deeplab V3+ on the MUAD dataset
ENSTA-U2IS-AI/arXiv-Discord-Bot
An arXiv Discord Bot for making queries and watch new papers
ENSTA-U2IS-AI/NAO_morpho
ENSTA-U2IS-AI/DIDO
[AAAI2024] Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression
ENSTA-U2IS-AI/infraParis
Multimodal & infrared automotive dataset. Published at WACV 2024 (Oral).
ENSTA-U2IS-AI/Multimodal_Deep_segmentation
ENSTA-U2IS-AI/RosbagToSemanticKitti
Convert a rosbag to the SemanticKitti Dataset architecture (LiDAR part).
ENSTA-U2IS-AI/NECO
NECO paper presented @ICLR2024
ENSTA-U2IS-AI/Reading-Group
ENSTA-U2IS-AI/Symmetry-Aware-BNN
A Symmetry-Aware Exploration of Bayesian Neural Network Posteriors paper presented @ICLR2024
ENSTA-U2IS-AI/.github
ENSTA-U2IS-AI/ABNN-Make-me-a-BNN
Make me a BNN paper presented at CVPR2024
ENSTA-U2IS-AI/optuMNIST
Help us define the Pareto front of small models for MNIST classification. Frugal AI.
ENSTA-U2IS-AI/uqt
Uncertainty Tutorial website
ENSTA-U2IS-AI/Hands-On-Large-Language-Models
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"