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Adversarial Learning

4,859 papers

Papers per year

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Papers

Towards Robust Detection of Adversarial Examples NIPS 2018
FRAGE: Frequency-Agnostic Word Representation NIPS 2018
Robust Detection of Adversarial Attacks by Modeling the Intrinsic Properties of Deep Neural Networks NIPS 2018
Video Prediction via Selective Sampling NIPS 2018
BinGAN: Learning Compact Binary Descriptors with a Regularized GAN NIPS 2018
Adversarially Robust Generalization Requires More Data NIPS 2018
Improved Network Robustness with Adversary Critic NIPS 2018
Tackling Adversarial Examples in QA via Answer Sentence Selection ACL 2018
Neural Adversarial Training for Semi-supervised Japanese Predicate-argument Structure Analysis ACL 2018
DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction ACL 2018
Self-regulation: Employing a Generative Adversarial Network to Improve Event Detection ACL 2018
Semantically Equivalent Adversarial Rules for Debugging NLP models ACL 2018
Adversarial Contrastive Estimation ACL 2018
Domain Adaptation with Adversarial Training and Graph Embeddings ACL 2018
Learning to Write with Cooperative Discriminators ACL 2018
Towards Robust Neural Machine Translation ACL 2018
AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples ACL 2018
Attacking Visual Language Grounding with Adversarial Examples: A Case Study on Neural Image Captioning ACL 2018
HotFlip: White-Box Adversarial Examples for Text Classification ACL 2018
Know What You Don’t Know: Unanswerable Questions for SQuAD ACL 2018
Trick Me If You Can: Adversarial Writing of Trivia Challenge Questions ACL 2018
Domain Adaptation for Disease Phrase Matching with Adversarial Networks ACL 2018
Adversarial Neural Machine Translation ACML 2018
Non-parametric estimation of Jensen-Shannon Divergence in Generative Adversarial Network training AISTATS 2018
Symmetric Variational Autoencoder and Connections to Adversarial Learning AISTATS 2018