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Adversarial Learning

4,854 papers

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Papers

Infrared Invisible Clothing: Hiding From Infrared Detectors at Multiple Angles in Real World CVPR 2022
Details or Artifacts: A Locally Discriminative Learning Approach to Realistic Image Super-Resolution CVPR 2022
DEFEAT: Deep Hidden Feature Backdoor Attacks by Imperceptible Perturbation and Latent Representation Constraints CVPR 2022
Rethinking Deep Face Restoration CVPR 2022
Enhancing Adversarial Training With Second-Order Statistics of Weights CVPR 2022
Robust Optimization As Data Augmentation for Large-Scale Graphs CVPR 2022
Robust Structured Declarative Classifiers for 3D Point Clouds: Defending Adversarial Attacks With Implicit Gradients CVPR 2022
Improving the Transferability of Targeted Adversarial Examples Through Object-Based Diverse Input CVPR 2022
Multi-View Consistent Generative Adversarial Networks for 3D-Aware Image Synthesis CVPR 2022
DO-GAN: A Double Oracle Framework for Generative Adversarial Networks CVPR 2022
Practical Evaluation of Adversarial Robustness via Adaptive Auto Attack CVPR 2022
Improving Adversarial Transferability via Neuron Attribution-Based Attacks CVPR 2022
Enhancing Adversarial Robustness for Deep Metric Learning CVPR 2022
Vehicle Trajectory Prediction Works, but Not Everywhere CVPR 2022
Two Coupled Rejection Metrics Can Tell Adversarial Examples Apart CVPR 2022
Bounded Adversarial Attack on Deep Content Features CVPR 2022
Fingerprinting Deep Neural Networks Globally via Universal Adversarial Perturbations CVPR 2022
Clothes-Changing Person Re-Identification With RGB Modality Only CVPR 2022
Protecting Facial Privacy: Generating Adversarial Identity Masks via Style-Robust Makeup Transfer CVPR 2022
PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures CVPR 2022
Subspace Adversarial Training CVPR 2022
The Two Dimensions of Worst-Case Training and Their Integrated Effect for Out-of-Domain Generalization CVPR 2022
Exploring Frequency Adversarial Attacks for Face Forgery Detection CVPR 2022
Improving Adversarially Robust Few-Shot Image Classification With Generalizable Representations CVPR 2022
Target-Aware Dual Adversarial Learning and a Multi-Scenario Multi-Modality Benchmark To Fuse Infrared and Visible for Object Detection CVPR 2022