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Adversarial Learning

4854 directly classified papers

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Papers

ColorFool: Semantic Adversarial Colorization CVPR 2020
Adversarial Vertex Mixup: Toward Better Adversarially Robust Generalization CVPR 2020
Learn2Perturb: An End-to-End Feature Perturbation Learning to Improve Adversarial Robustness CVPR 2020
Towards Achieving Adversarial Robustness by Enforcing Feature Consistency Across Bit Planes CVPR 2020
Adversarial Camouflage: Hiding Physical-World Attacks With Natural Styles CVPR 2020
Ensemble Generative Cleaning With Feedback Loops for Defending Adversarial Attacks CVPR 2020
The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks CVPR 2020
QEBA: Query-Efficient Boundary-Based Blackbox Attack CVPR 2020
SCADA: Stochastic, Consistent and Adversarial Data Augmentation to Improve ASR INTERSPEECH 2020
Generating Robust Audio Adversarial Examples with Temporal Dependency IJCAI 2020
Reliable Graph Neural Networks via Robust Aggregation NIPS 2020
Your GAN is Secretly an Energy-based Model and You Should Use Discriminator Driven Latent Sampling NIPS 2020
NPU Speaker Verification System for INTERSPEECH 2020 Far-Field Speaker Verification Challenge INTERSPEECH 2020
Joint Character-Level Word Embedding and Adversarial Stability Training to Defend Adversarial Text AAAI 2020
Multi-Task Learning with Generative Adversarial Training for Multi-Passage Machine Reading Comprehension AAAI 2020
S2IGAN: Speech-to-Image Generation via Adversarial Learning INTERSPEECH 2020
MetaPoison: Practical General-purpose Clean-label Data Poisoning NIPS 2020
Adversarial Filters of Dataset Biases ICML 2020
SGD Learns One-Layer Networks in WGANs ICML 2020
On the Trade-off between Adversarial and Backdoor Robustness NIPS 2020
Adversarial robustness via robust low rank representations NIPS 2020
GreedyFool: Distortion-Aware Sparse Adversarial Attack NIPS 2020
Towards Robustifying NLI Models Against Lexical Dataset Biases ACL 2020
Negative Training for Neural Dialogue Response Generation ACL 2020
GNNGuard: Defending Graph Neural Networks against Adversarial Attacks NIPS 2020