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Adversarial Learning

4,854 papers

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Papers

State-Aware Adversarial Training for Utterance-Level Dialogue Generation EMNLP 2022
Probing Script Knowledge from Pre-Trained Models EMNLP 2022
Adversarial Text-to-Speech for low-resource languages EMNLP 2022
Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning ICML 2022
Information Discrepancy in Strategic Learning ICML 2022
Structure-preserving GANs ICML 2022
A Marriage between Adversarial Team Games and 2-player Games: Enabling Abstractions, No-regret Learning, and Subgame Solving ICML 2022
Adversarially Trained Actor Critic for Offline Reinforcement Learning ICML 2022
Adversarial Robustness against Multiple and Single $l_p$-Threat Models via Quick Fine-Tuning of Robust Classifiers ICML 2022
Adversarial Vulnerability of Randomized Ensembles ICML 2022
Learning General Halfspaces with Adversarial Label Noise via Online Gradient Descent ICML 2022
Bayesian Learning with Information Gain Provably Bounds Risk for a Robust Adversarial Defense ICML 2022
On the Adversarial Robustness of Causal Algorithmic Recourse ICML 2022
Greedy when Sure and Conservative when Uncertain about the Opponents ICML 2022
Rethinking Image-Scaling Attacks: The Interplay Between Vulnerabilities in Machine Learning Systems ICML 2022
Fast and Reliable Evaluation of Adversarial Robustness with Minimum-Margin Attack ICML 2022
Learning to Incorporate Texture Saliency Adaptive Attention to Image Cartoonization ICML 2022
A Regret Minimization Approach to Multi-Agent Control ICML 2022
Fast Provably Robust Decision Trees and Boosting ICML 2022
GSmooth: Certified Robustness against Semantic Transformations via Generalized Randomized Smoothing ICML 2022
Conditional GANs with Auxiliary Discriminative Classifier ICML 2022
AdAUC: End-to-end Adversarial AUC Optimization Against Long-tail Problems ICML 2022
Modality Competition: What Makes Joint Training of Multi-modal Network Fail in Deep Learning? (Provably) ICML 2022
Generating Distributional Adversarial Examples to Evade Statistical Detectors ICML 2022
Learning fair representation with a parametric integral probability metric ICML 2022