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Adversarial Learning

4,854 papers

Papers per year

Papers

Sentiment and Emotion-Aware Multi-Modal Complaint Identification AAAI 2022
On Adversarial Robustness of Trajectory Prediction for Autonomous Vehicles CVPR 2022
AS-IntroVAE: Adversarial Similarity Distance Makes Robust IntroVAE ACML 2022
Improving Robustness of Language Models from a Geometry-aware Perspective ACL 2022
FCA: Learning a 3D Full-Coverage Vehicle Camouflage for Multi-View Physical Adversarial Attack AAAI 2022
Food Knowledge Representation Learning with Adversarial Substitution IJCNLP 2022
DASCO: Dual-Generator Adversarial Support Constrained Offline Reinforcement Learning NIPS 2022
Unsupervised Adversarially Robust Representation Learning on Graphs AAAI 2022
Revisiting Injective Attacks on Recommender Systems NIPS 2022
Untargeted Backdoor Watermark: Towards Harmless and Stealthy Dataset Copyright Protection NIPS 2022
A2: Efficient Automated Attacker for Boosting Adversarial Training NIPS 2022
Video-based Computer-aided Laparoscopic Bleeding Management: a Space-time Memory Neural Network with Positional Encoding and Adversarial Domain Adaptation MIDL 2022
Robust Optimal Classification Trees against Adversarial Examples AAAI 2022
Robust Task-Oriented Dialogue Generation with Contrastive Pre-training and Adversarial Filtering EMNLP 2022
Adversarial Semantic Hallucination for Domain Generalized Semantic Segmentation WACV 2022
Adversarially Improving NMT Robustness to ASR Errors with Confusion Sets IJCNLP 2022
How Sampling Impacts the Robustness of Stochastic Neural Networks NIPS 2022
Robust Learning against Relational Adversaries NIPS 2022
Semantic-Preserving Abstractive Text Summarization with Siamese Generative Adversarial Net NAACL 2022
ADDMU: Detection of Far-Boundary Adversarial Examples with Data and Model Uncertainty Estimation EMNLP 2022
Towards Adversarially Robust Text Classifiers by Learning to Reweight Clean Examples ACL 2022
Improving Robustness Against Stealthy Weight Bit-Flip Attacks by Output Code Matching CVPR 2022
Speech Emotion Recognition in the Wild using Multi-task and Adversarial Learning INTERSPEECH 2022
Investigating the contribution of speaker attributes to speaker separability using disentangled speaker representations INTERSPEECH 2022
Robust Weight Perturbation for Adversarial Training IJCAI 2022