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Adversarial Learning

4,854 papers

Papers per year

Papers

Reinforcement Learning Based Sparse Black-box Adversarial Attack on Video Recognition Models IJCAI 2021
Sequential Attacks on Kalman Filter-based Forward Collision Warning Systems AAAI 2021
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network ICCV 2021
MagicPai at SemEval-2021 Task 7: Method for Detecting and Rating Humor Based on Multi-Task Adversarial Training IJCNLP 2021
OCHADAI-KYOTO at SemEval-2021 Task 1: Enhancing Model Generalization and Robustness for Lexical Complexity Prediction SEMEVAL 2021
DANCE: Enhancing saliency maps using decoys ICML 2021
Training Adversarially Robust Sparse Networks via Bayesian Connectivity Sampling ICML 2021
Incorporating Unlabeled Data into Distributionally Robust Learning JMLR 2021
Adversarial Robustness Under Long-Tailed Distribution CVPR 2021
The curious case of adversarially robust models: More data can help, double descend, or hurt generalization UAI 2021
Backdoor Attack with Imperceptible Input and Latent Modification NIPS 2021
The Translucent Patch: A Physical and Universal Attack on Object Detectors CVPR 2021
Fast and Scalable Adversarial Training of Kernel SVM via Doubly Stochastic Gradients AAAI 2021
Contrastive Adversarial Learning for Person Independent Facial Emotion Recognition AAAI 2021
Calibration and Consistency of Adversarial Surrogate Losses NIPS 2021
Adversarial Mixing Policy for Relaxing Locally Linear Constraints in Mixup EMNLP 2021
Aggregated Multi-GANs for Controlled 3D Human Motion Prediction AAAI 2021
A Universal Multi-Speaker Multi-Style Text-to-Speech via Disentangled Representation Learning Based on Rényi Divergence Minimization INTERSPEECH 2021
TRS: Transferability Reduced Ensemble via Promoting Gradient Diversity and Model Smoothness NIPS 2021
Using Adversarial Attacks to Reveal the Statistical Bias in Machine Reading Comprehension Models IJCNLP 2021
Adversarial Learning for Discourse Rhetorical Structure Parsing ACL 2021
UPB at SemEval-2021 Task 5: Virtual Adversarial Training for Toxic Spans Detection ACL 2021
Just One Moment: Structural Vulnerability of Deep Action Recognition Against One Frame Attack ICCV 2021
Efficient and Stable Adversarial Learning Using Unpaired Data for Unsupervised Multichannel Speech Separation INTERSPEECH 2021
Encoding Robustness to Image Style via Adversarial Feature Perturbations NIPS 2021