out-of-distribution 46 deep-learning 11 robustness 9 machine-learning 8 pytorch 7 computer-vision 7 domain-generalization 7 out-of-distribution-detection 7 ood-detection 6 ood 6 graph-neural-networks 5 anomaly-detection 4 ood-generalization 4 novelty-detection 3 open-set 3 object-detection 3 open-set-recognition 3 classification 3 domain-adaptation 3 robust-machine-learning 3 trustworthy-ai 3 imagenet 3 trustworthy-machine-learning 3 out-of-distribution-generalization 3 distribution-shift 3 uncertainty-estimation 2 ai-safety 2 osr 2 generalization 2 spurious-correlations 2 subpopulation 2 causality 2 bayesian-inference 2 image-classification 2 medical-imaging 2 natural-language-processing 2 model-robustness 2 adversarial-attacks 2 diffusion-models 2 dataset 2 image-recognition 2 synthetic-data 2 benchmark 2 svgd 1 icml-2023 1 ood-robustness 1 subgroup 1 subpopulation-shift 1 atypical-samples 1 forgetting 1 mask 1 response-surface-model 1 sosaa 1 uncertainty-quantification 1 spatio-temporal 1 bayesian 1 brats 1 computervision 1 em-algorithm 1 expectation-maximization 1 swag 1 wilds 1 lidar-object-detection 1 neural-network-architectures 1 benchmarking 1 cnn 1 corruptions 1 mri 1 neuroimaging 1 vision-transformer 1 adversarial-learning 1 imagenet-c 1 iv2024 1 normalization-techniques 1 iccv 1 iccv2023 1 prompt 1 source-free 1 vision-language 1 class-imbalance 1 icml 1 lung 1 xgboost 1 xgboost-classifier 1 data-driven-model 1 gans 1 wgan-gp 1 adversarial-robustness 1 albert 1 bert 1 out-of-domain 1 roberta 1 transformers 1 invariance 1 subgraphs 1 adaption 1 domain-shift 1 metalearning 1 biased-data 1 loss-functions 1