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Adversarial Learning

2063 directly classified papers

Papers per year

Papers

Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning EMNLP 2019
Answer-guided and Semantic Coherent Question Generation in Open-domain Conversation EMNLP 2019
LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification EMNLP 2019
Adversarial Removal of Demographic Attributes Revisited EMNLP 2019
Improving the Robustness of Deep Reading Comprehension Models by Leveraging Syntax Prior EMNLP 2019
Understanding the Effect of Textual Adversaries in Multimodal Machine Translation EMNLP 2019
Differentiable Game Mechanics JMLR 2019
Sample-Efficient Imitation Learning via Generative Adversarial Nets AISTATS 2019
Adversarial Discrete Sequence Generation without Explicit NeuralNetworks as Discriminators AISTATS 2019
A Geometric Perspective on the Transferability of Adversarial Directions AISTATS 2019
Adversarial Variational Optimization of Non-Differentiable Simulators AISTATS 2019
Adversarial Reprogramming of Text Classification Neural Networks IJCNLP 2019
Image Captioning with Very Scarce Supervised Data: Adversarial Semi-Supervised Learning Approach IJCNLP 2019
Low Frequency Adversarial Perturbation UAI 2019
Fall of Empires: Breaking Byzantine-tolerant SGD by Inner Product Manipulation UAI 2019
Certified Adversarial Robustness for Deep Reinforcement Learning CORL 2019
Cross-Lingual Dependency Parsing with Unlabeled Auxiliary Languages CONLL 2019
Improving Neural Machine Translation by Achieving Knowledge Transfer with Sentence Alignment Learning CONLL 2019
Improving Mongolian-Chinese Neural Machine Translation with Morphological Noise ACL 2019
Robust Neural Machine Translation with Doubly Adversarial Inputs ACL 2019
Open-Domain Why-Question Answering with Adversarial Learning to Encode Answer Texts ACL 2019
Multi-turn Dialogue Response Generation in an Adversarial Learning Framework ACL 2019
EWGAN: Entropy-Based Wasserstein GAN for Imbalanced Learning AAAI 2019
WSD-GAN: Word Sense Disambiguation Using Generative Adversarial Networks AAAI 2019
Heterogeneous Transfer Learning via Deep Matrix Completion with Adversarial Kernel Embedding AAAI 2019