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Adversarial Learning

2063 directly classified papers

Papers per year

Papers

Can You Spot the Chameleon? Adversarially Camouflaging Images From Co-Salient Object Detection CVPR 2022
A Comprehensive Study of Image Classification Model Sensitivity to Foregrounds, Backgrounds, and Visual Attributes CVPR 2022
Think Twice Before Detecting GAN-Generated Fake Images From Their Spectral Domain Imprints CVPR 2022
Sparse Non-Local CRF CVPR 2022
Depth-Aware Generative Adversarial Network for Talking Head Video Generation CVPR 2022
Robust Structured Declarative Classifiers for 3D Point Clouds: Defending Adversarial Attacks With Implicit Gradients CVPR 2022
Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis WACV 2022
Towards Robust Rain Removal Against Adversarial Attacks: A Comprehensive Benchmark Analysis and Beyond CVPR 2022
Enhancing Adversarial Training With Second-Order Statistics of Weights CVPR 2022
DEFEAT: Deep Hidden Feature Backdoor Attacks by Imperceptible Perturbation and Latent Representation Constraints CVPR 2022
Multi-Level Attentive Adversarial Learning With Temporal Dilation for Unsupervised Video Domain Adaptation WACV 2022
StyleSwin: Transformer-Based GAN for High-Resolution Image Generation 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
Contextual Outpainting With Object-Level Contrastive Learning CVPR 2022
Clothes-Changing Person Re-Identification With RGB Modality Only CVPR 2022
Subspace Adversarial Training CVPR 2022
Improving Adversarially Robust Few-Shot Image Classification With Generalizable Representations CVPR 2022
APRIL: Finding the Achilles' Heel on Privacy for Vision Transformers CVPR 2022
Target-Aware Dual Adversarial Learning and a Multi-Scenario Multi-Modality Benchmark To Fuse Infrared and Visible for Object Detection CVPR 2022
ART-Point: Improving Rotation Robustness of Point Cloud Classifiers via Adversarial Rotation CVPR 2022
Two Coupled Rejection Metrics Can Tell Adversarial Examples Apart CVPR 2022
Look Closer To Supervise Better: One-Shot Font Generation via Component-Based Discriminator CVPR 2022
Bounded Adversarial Attack on Deep Content Features CVPR 2022