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Adversarial Learning

4,854 papers

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Papers

Gradient Based Activations for Accurate Bias-Free Learning AAAI 2022
Multi-Level Attentive Adversarial Learning With Temporal Dilation for Unsupervised Video Domain Adaptation WACV 2022
Hear No Evil: Towards Adversarial Robustness of Automatic Speech Recognition via Multi-Task Learning INTERSPEECH 2022
Learning Human Driving Behaviors with Sequential Causal Imitation Learning AAAI 2022
Physical Adversarial Attacks on an Aerial Imagery Object Detector WACV 2022
Scalable Infomin Learning NIPS 2022
Distributionally Robust $Q$-Learning ICML 2022
Cross-Lingual Event Detection via Optimized Adversarial Training NAACL 2022
Adversarial Text Normalization NAACL 2022
Adversarial and Sequential Training for Cross-lingual Prosody Transfer TTS INTERSPEECH 2022
Tight Analysis of Extra-gradient and Optimistic Gradient Methods For Nonconvex Minimax Problems NIPS 2022
Stochastic Variance Reduced Ensemble Adversarial Attack for Boosting the Adversarial Transferability CVPR 2022
Adversarial training for high-stakes reliability NIPS 2022
Efficient Robust Training via Backward Smoothing AAAI 2022
Modeling Adversarial Noise for Adversarial Training ICML 2022
Hindering Adversarial Attacks with Implicit Neural Representations ICML 2022
Constrained Optimization with Dynamic Bound-scaling for Effective NLP Backdoor Defense ICML 2022
Enhancing the Transferability of Adversarial Examples with Random Patch IJCAI 2022
Make Some Noise: Reliable and Efficient Single-Step Adversarial Training NIPS 2022
Adversarial Masking for Self-Supervised Learning ICML 2022
Trimmed Maximum Likelihood Estimation for Robust Generalized Linear Model NIPS 2022
Robust Trajectory Prediction against Adversarial Attacks CORL 2022
Adversarial Text-to-Speech for low-resource languages EMNLP 2022
DebiasGAN: Eliminating Position Bias in News Recommendation with Adversarial Learning EMNLP 2022
Saving Stochastic Bandits from Poisoning Attacks via Limited Data Verification AAAI 2022