ENSTA-U2IS-AI / MUAD-Dataset
MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks [BMVC 2022]
☆31Updated 9 months ago
Alternatives and similar repositories for MUAD-Dataset:
Users that are interested in MUAD-Dataset are comparing it to the libraries listed below
- Latent Discriminant deterministic Uncertainty [ECCV2022]☆41Updated 2 years ago
- ☆34Updated 2 years ago
- Code for "Estimating and Evaluating Regression Predictive Uncertainty in Deep Object Detectors." (ICLR 2021)☆67Updated 3 years ago
- Robustness via Cross-Domain Ensembles, ICCV 2021 [Oral]☆39Updated 3 years ago
- source code for NeurIPS'22 paper "SIREN: Shaping Representations for Detecting Out-of-Distribution Objects"☆32Updated last year
- [CVPR 2023] OCTET: Object-aware Counterfactual Explanations☆18Updated 3 months ago
- Official Datasets and Implementation from our Paper "Video Class Agnostic Segmentation in Autonomous Driving".☆30Updated 7 months ago
- Code for "ATTA: Anomaly-aware Test-Time Adaptation for Out-of-Distribution Detection in Segmentation" (NeurIPS 23)☆11Updated 11 months ago
- Anytime Dense Prediction with Confidence Adaptivity (ICLR 2022)☆50Updated 7 months ago
- Out-of-Distribution detection for segmentation data, using deep nearest neighbors. Presented at the ICCV23 workshop on Uncertainty Quanti…☆15Updated last year
- The Official Implementation of the ICCV-2021 Paper: Semantically Coherent Out-of-Distribution Detection.☆70Updated 3 years ago
- BRAVO Challenge Toolkit and Evaluation Code☆18Updated 5 months ago
- Official PyTorch implementation of paper: Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstac…☆74Updated 2 years ago
- ☆55Updated 4 months ago
- ☆46Updated 3 years ago
- ☆43Updated last year
- Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation☆31Updated 2 years ago
- Source code for "Online Unsupervised Domain Adaptation for Semantic Segmentation in Ever-Changing Conditions", ECCV 2022. This is the cod…☆28Updated 9 months ago
- ☆54Updated 2 years ago
- ☆7Updated 2 years ago
- Benchmark of detection methods for anomalies and obstacles in traffic images.☆24Updated last year
- Code for the paper "On the Road to Online Adaptation for Semantic Image Segmentation", CVPR 2022☆27Updated 2 years ago
- LightProbNets☆26Updated 5 years ago
- This repository contains an official implementation of LPBNN.☆39Updated last year
- [CVPR 2021] Exemplar-Based Open-Set Panoptic Segmentation Network (EOPSN)☆51Updated 2 years ago
- The official project for the paper: Slot-VPS: Object-centric Representation Learning for Video Panoptic Segmentation, CVPR 2022☆14Updated 2 years ago
- Universal Representations: A Unified Look at Multiple Task and Domain Learning☆41Updated last year
- Implementation of CLAD: A Continual Learning benchmark for Autonomous Driving. A continual classification and detectin track. Provides pu…☆31Updated 11 months ago
- [CVPR 2021] Forecasting the panoptic segmentation of future video frames☆48Updated 3 years ago
- Detecting Anomalies in Semantic Segmentation with Prototypes☆25Updated 3 years ago