ood-robustness

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huytransformer /Awesome-Out-Of-Distribution-Detection

Out-of-distribution detection, robustness, and generalization resources. The repository contains a curated list of papers, tutorials, books, videos, articles and open-source libraries etc

awesome open-world outlier-detection anomaly open-set awesome-lists robustness anomaly-detection novelty-detection open-set-recognition out-of-distribution out-of-distribution-detection ood-detection ood-generalization out-of-distribution-generalization open-world-learning ood-robustness distribution-shifts out-of-distribution-robustness

UpdatedMar 9, 2025

ldkong1205 /Robo3D

Star327

[ICCV 2023] Robo3D: Towards Robust and Reliable 3D Perception against Corruptions

autonomous-driving 3d-object-detection lidar-segmentation ood-robustness

UpdatedMay 29, 2024
Python

YyzHarry /SubpopBench

Star108

[ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift

benchmark spurious-correlations class-imbalance subpopulation icml subgroup out-of-distribution domain-generalization ood-generalization ood-robustness subpopulation-shift icml-2023

UpdatedJul 10, 2023
Python

LINs-lab /FedTHE

Star53

[ICLR 2023] Test-time Robust Personalization for Federated Learning

federated-learning test-time-adaptation ood-robustness

UpdatedAug 15, 2023
Jupyter Notebook

shyam671 /Mask2Anomaly-Unmasking-Anomalies-in-Road-Scene-Segmentation

Star51

[ICCV'23 Oral] Unmasking Anomalies in Road-Scene Segmentation

transformers segmentation semantic-segmentation anomaly-detection out-of-distribution-detection ood-detection mask-classification ood-robustness iccv2023 unknown-segmentation

UpdatedApr 28, 2024
Python

IBM /AutoVP

Star18

[ICLR24] AutoVP: An Automated Visual Prompting Framework and Benchmark

efficient-inference finetuning reprogramming model-agnostic downstream-tasks low-data-regime foundation-models visual-prompt visual-prompting ood-robustness

UpdatedJan 16, 2024
Python

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