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AI Safety

2972 directly classified papers

Papers per year

Papers

Querying to Find a Safe Policy under Uncertain Safety Constraints in Markov Decision Processes AAAI 2020
Adversarial Separation Network for Speaker Recognition INTERSPEECH 2020
Robustness to Programmable String Transformations via Augmented Abstract Training ICML 2020
Towards Controllable Biases in Language Generation EMNLP 2020
Neural Network Control Policy Verification With Persistent Adversarial Perturbation ICML 2020
Guaranteeing Safety of Learned Perception Modules via Measurement-Robust Control Barrier Functions CORL 2020
Sampling-based Reachability Analysis: A Random Set Theory Approach with Adversarial Sampling CORL 2020
Fastened CROWN: Tightened Neural Network Robustness Certificates AAAI 2020
Weight Poisoning Attacks on Pretrained Models ACL 2020
On Isometry Robustness of Deep 3D Point Cloud Models Under Adversarial Attacks CVPR 2020
A Self-supervised Approach for Adversarial Robustness CVPR 2020
When NAS Meets Robustness: In Search of Robust Architectures Against Adversarial Attacks CVPR 2020
Fundamental Tradeoffs between Invariance and Sensitivity to Adversarial Perturbations ICML 2020
Black-box Certification and Learning under Adversarial Perturbations ICML 2020
What Machines See Is Not What They Get: Fooling Scene Text Recognition Models With Adversarial Text Images CVPR 2020
Towards Socially Responsible AI: Cognitive Bias-Aware Multi-Objective Learning AAAI 2020
Efficient Proximal Mapping of the 1-path-norm of Shallow Networks ICML 2020
Efficient Robustness Certificates for Discrete Data: Sparsity-Aware Randomized Smoothing for Graphs, Images and More ICML 2020
Constrained Markov Decision Processes via Backward Value Functions ICML 2020
Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder EMNLP 2020
Investigating Robustness of Adversarial Samples Detection for Automatic Speaker Verification INTERSPEECH 2020
Learning for Safety-Critical Control with Control Barrier Functions L4DC 2020
Adversarially Robust Streaming Algorithms via Differential Privacy NIPS 2020
TBT: Targeted Neural Network Attack With Bit Trojan CVPR 2020
Transferable Calibration with Lower Bias and Variance in Domain Adaptation NIPS 2020