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Adversarial Learning

4854 directly classified papers

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Papers

Topics to Avoid: Demoting Latent Confounds in Text Classification EMNLP 2019
Improving Image Captioning with Conditional Generative Adversarial Nets AAAI 2019
Adversarial Label Learning AAAI 2019
WSD-GAN: Word Sense Disambiguation Using Generative Adversarial Networks AAAI 2019
Adversarial Actor-Critic Method for Task and Motion Planning Problems Using Planning Experience AAAI 2019
Dialogue Generation: From Imitation Learning to Inverse Reinforcement Learning AAAI 2019
Task Transfer by Preference-Based Cost Learning AAAI 2019
Catastrophic Child's Play: Easy to Perform, Hard to Defend Adversarial Attacks CVPR 2019
Interpreting Adversarially Trained Convolutional Neural Networks ICML 2019
Transferable Clean-Label Poisoning Attacks on Deep Neural Nets ICML 2019
Transferable Adversarial Training: A General Approach to Adapting Deep Classifiers ICML 2019
Improving Adversarial Robustness via Promoting Ensemble Diversity ICML 2019
CoT: Cooperative Training for Generative Modeling of Discrete Data ICML 2019
On Certifying Non-Uniform Bounds against Adversarial Attacks ICML 2019
NATTACK: Learning the Distributions of Adversarial Examples for an Improved Black-Box Attack on Deep Neural Networks ICML 2019
On the Connection Between Adversarial Robustness and Saliency Map Interpretability ICML 2019
GDPP: Learning Diverse Generations using Determinantal Point Processes ICML 2019
Monge blunts Bayes: Hardness Results for Adversarial Training ICML 2019
Multivariate-Information Adversarial Ensemble for Scalable Joint Distribution Matching ICML 2019
Analyzing Federated Learning through an Adversarial Lens ICML 2019
Adversarially Learned Representations for Information Obfuscation and Inference ICML 2019
Universal Adversarial Triggers for Attacking and Analyzing NLP EMNLP 2019
Adversarial Removal of Demographic Attributes Revisited EMNLP 2019
LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification IJCNLP 2019
Answer-guided and Semantic Coherent Question Generation in Open-domain Conversation IJCNLP 2019