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Adversarial Learning

4,854 papers

Papers per year

Papers

Towards Understanding Adversarial Robustness of Optical Flow Networks CVPR 2022
BigDatasetGAN: Synthesizing ImageNet With Pixel-Wise Annotations CVPR 2022
TeachAugment: Data Augmentation Optimization Using Teacher Knowledge CVPR 2022
Frequency-Driven Imperceptible Adversarial Attack on Semantic Similarity CVPR 2022
Stochastic Variance Reduced Ensemble Adversarial Attack for Boosting the Adversarial Transferability CVPR 2022
Interactive Image Synthesis With Panoptic Layout Generation CVPR 2022
Few-Shot Backdoor Defense Using Shapley Estimation CVPR 2022
Investigating Top-k White-Box and Transferable Black-Box Attack CVPR 2022
Shadows Can Be Dangerous: Stealthy and Effective Physical-World Adversarial Attack by Natural Phenomenon CVPR 2022
Appearance and Structure Aware Robust Deep Visual Graph Matching: Attack, Defense and Beyond CVPR 2022
Feature Statistics Mixing Regularization for Generative Adversarial Networks CVPR 2022
Self-Supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection CVPR 2022
Simulated Adversarial Testing of Face Recognition Models CVPR 2022
NinjaDesc: Content-Concealing Visual Descriptors via Adversarial Learning CVPR 2022
Bi-Level Alignment for Cross-Domain Crowd Counting CVPR 2022
TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing CVPR 2022
Reusing the Task-Specific Classifier as a Discriminator: Discriminator-Free Adversarial Domain Adaptation CVPR 2022
Towards Data-Free Model Stealing in a Hard Label Setting CVPR 2022
Boosting Black-Box Attack With Partially Transferred Conditional Adversarial Distribution CVPR 2022
Masking Adversarial Damage: Finding Adversarial Saliency for Robust and Sparse Network CVPR 2022
Enhancing Classifier Conservativeness and Robustness by Polynomiality CVPR 2022
Complex Backdoor Detection by Symmetric Feature Differencing CVPR 2022
Adversarial Parametric Pose Prior CVPR 2022
DiRA: Discriminative, Restorative, and Adversarial Learning for Self-Supervised Medical Image Analysis CVPR 2022
AdaptPose: Cross-Dataset Adaptation for 3D Human Pose Estimation by Learnable Motion Generation CVPR 2022