← Learning Types
Deep Learning › Learning Types ›

Adversarial Learning

2063 directly classified papers

Papers per year

Papers

Efficient Robust Training via Backward Smoothing AAAI 2022
On the Generalization Analysis of Adversarial Learning ICML 2022
SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators ICML 2022
Geometry-Aware Guided Loss for Deep Crack Recognition CVPR 2022
Constrained Gradient Descent: A Powerful and Principled Evasion Attack Against Neural Networks ICML 2022
Double Sampling Randomized Smoothing ICML 2022
Improved Gradient-Based Adversarial Attacks for Quantized Networks AAAI 2022
Certified Adversarial Robustness Under the Bounded Support Set ICML 2022
Generating Distributional Adversarial Examples to Evade Statistical Detectors ICML 2022
Gradient Based Activations for Accurate Bias-Free Learning AAAI 2022
Think Twice Before Detecting GAN-Generated Fake Images From Their Spectral Domain Imprints CVPR 2022
Mitigating Modality Collapse in Multimodal VAEs via Impartial Optimization ICML 2022
AdAUC: End-to-end Adversarial AUC Optimization Against Long-tail Problems ICML 2022
TextHoaxer: Budgeted Hard-Label Adversarial Attacks on Text AAAI 2022
Conditional GANs with Auxiliary Discriminative Classifier ICML 2022
Adversarially trained neural representations may already be as robust as corresponding biological neural representations ICML 2022
Towards Efficient Data Free Black-Box Adversarial Attack CVPR 2022
Protecting Facial Privacy: Generating Adversarial Identity Masks via Style-Robust Makeup Transfer CVPR 2022
A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning IJCNLP 2022
Localized Adversarial Domain Generalization CVPR 2022
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
DTA: Physical Camouflage Attacks Using Differentiable Transformation Network CVPR 2022
Sparse Non-Local CRF CVPR 2022
Unsupervised Adversarially Robust Representation Learning on Graphs AAAI 2022