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Top 6 out-of-distribution-detection open source projects

The Combined Anomalous Object Segmentation (CAOS) Benchmark

✭ 115

python segmentation anomaly-detection carla-simulator out-of-distribution-detection ml-safety

cosine-ood-detector

Hyperparameter-Free Out-of-Distribution Detection Using Softmax of Scaled Cosine Similarity

✭ 30

python deep-neural-networks classification pytorch-implementation out-of-distribution-detection

FSSD OoD Detection

Feature Space Singularity for Out-of-Distribution Detection. (SafeAI 2021)

✭ 66

python anomaly ai-safety anomaly-detection out-of-distribution-detection ood-detection

OKD-Reading-List

Papers for Open Knowledge Discovery

✭ 102

TeX machine-learning natural-language-processing computer-vision natural-language-understanding open-set-recognition out-of-distribution-detection intent-discovery open-world-classification deep-clustering out-of-domain-detection

Pre-Training Buys Better Robustness and Uncertainty Estimates (ICML 2019)

✭ 90

python shell uncertainty calibration robustness adversarial-examples pretrained data-corruption out-of-distribution-detection ml-safety

out-of-distribution-detection

The Ultimate Reference for Out of Distribution Detection with Deep Neural Networks

✭ 117

deep-learning anomaly-detection out-of-distribution-detection

1-6 of 6 out-of-distribution-detection projects