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Adversarial Learning

2063 directly classified papers

Papers per year

Papers

Double Sampling Randomized Smoothing ICML 2022
Certified Adversarial Robustness Under the Bounded Support Set ICML 2022
Generating Distributional Adversarial Examples to Evade Statistical Detectors ICML 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
Conditional GANs with Auxiliary Discriminative Classifier ICML 2022
Adversarially trained neural representations may already be as robust as corresponding biological neural representations ICML 2022
A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning IJCNLP 2022
Bi-SimCut: A Simple Strategy for Boosting Neural Machine Translation NAACL 2022
Geometry-Aware Guided Loss for Deep Crack Recognition CVPR 2022
Manipulating SHAP via Adversarial Data Perturbations (Student Abstract) AAAI 2022
Improved Gradient-Based Adversarial Attacks for Quantized Networks AAAI 2022
Think Twice Before Detecting GAN-Generated Fake Images From Their Spectral Domain Imprints CVPR 2022
Why Robust Generalization in Deep Learning is Difficult: Perspective of Expressive Power NIPS 2022
A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks NIPS 2022
Blackbox Attacks via Surrogate Ensemble Search NIPS 2022
FedCC: Federated Learning with Consensus Confirmation for Byzantine Attack Resistance (Student Abstract) AAAI 2022
The Effectiveness of Time Stretching for Enhancing Dysarthric Speech for Improved Dysarthric Speech Recognition INTERSPEECH 2022
Augmented Adversarial Self-Supervised Learning for Early-Stage Alzheimer's Speech Detection INTERSPEECH 2022
Natural Color Fool: Towards Boosting Black-box Unrestricted Attacks NIPS 2022
Fine-grained Noise Control for Multispeaker Speech Synthesis INTERSPEECH 2022
Robust Heterogeneous Graph Neural Networks against Adversarial Attacks AAAI 2022
CMGAN: Conformer-based Metric GAN for Speech Enhancement INTERSPEECH 2022
Improving Generative Adversarial Networks via Adversarial Learning in Latent Space NIPS 2022
Merry Go Round: Rotate a Frame and Fool a DNN CVPR 2022