Robustness - HanjieChen/Reading-List GitHub Wiki
DNN Invariance
- Unsupervised Adversarial Invariance
- Invariant Representations through Adversarial Forgetting
- Counterfactual Invariance to Spurious Correlations: Why and How to Pass Stress Tests
Sensitivity vs. Invariance to Adversarial Perturbations
- Exploiting Excessive Invariance caused by Norm-Bounded Adversarial Robustness
- Fundamental Tradeoffs between Invariance and Sensitivity to Adversarial Perturbations