ml-safety topic
anomaly-seg
The Combined Anomalous Object Segmentation (CAOS) Benchmark
ethics
Aligning AI With Shared Human Values (ICLR 2021)
imagenet-r
ImageNet-R(endition) and DeepAugment (ICCV 2021)
natural-adv-examples
A Harder ImageNet Test Set (CVPR 2021)
outlier-exposure
Deep Anomaly Detection with Outlier Exposure (ICLR 2019)
pre-training
Pre-Training Buys Better Robustness and Uncertainty Estimates (ICML 2019)
robustness
Corruption and Perturbation Robustness (ICLR 2019)
ss-ood
Self-Supervised Learning for OOD Detection (NeurIPS 2019)
ModelNet40-C
Repo for "Benchmarking Robustness of 3D Point Cloud Recognition against Common Corruptions" https://arxiv.org/abs/2201.12296
jiminy-cricket
Jiminy Cricket Environment (NeurIPS 2021)