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Adversarial Learning

2063 directly classified papers

Papers per year

Papers

Benign Examples: Imperceptible Changes Can Enhance Image Translation Performance AAAI 2020
Towards Certificated Model Robustness Against Weight Perturbations AAAI 2020
Dual Adversarial Co-Learning for Multi-Domain Text Classification AAAI 2020
Leakage-Robust Classifier via Mask-Enhanced Training (Student Abstract) AAAI 2020
SAFER: A Structure-free Approach for Certified Robustness to Adversarial Word Substitutions ACL 2020
Adversarial NLI: A New Benchmark for Natural Language Understanding ACL 2020
Word-level Textual Adversarial Attacking as Combinatorial Optimization ACL 2020
Evaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial Examples ACL 2020
Towards Open Domain Event Trigger Identification using Adversarial Domain Adaptation ACL 2020
A negative case analysis of visual grounding methods for VQA ACL 2020
End-to-End Bias Mitigation by Modelling Biases in Corpora ACL 2020
SeqVAT: Virtual Adversarial Training for Semi-Supervised Sequence Labeling ACL 2020
Demoting Racial Bias in Hate Speech Detection ACL 2020
Exploring Weaknesses of VQA Models through Attribution Driven Insights ACL 2020
End-to-End Speech Translation with Adversarial Training ACL 2020
Stylized Text Generation: Approaches and Applications ACL 2020
Adversarial Robustness Against the Union of Multiple Perturbation Models ICML 2020
Understanding and Mitigating the Tradeoff between Robustness and Accuracy ICML 2020
Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion AAAI 2020
Generating Realistic Stock Market Order Streams AAAI 2020
CrossNet: Latent Cross-Consistency for Unpaired Image Translation WACV 2020
TwoStreamVAN: Improving Motion Modeling in Video Generation WACV 2020
Multi-way Encoding for Robustness WACV 2020
Multi-Scale Adversarial Cross-Domain Detection with Robust Discriminative Learning WACV 2020
One-to-one Mapping for Unpaired Image-to-image Translation WACV 2020