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Adversarial Learning

4,859 papers

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Papers

A Few Seconds Can Change Everything: Fast Decision-based Attacks against DNNs IJCAI 2022
Certified Robustness via Randomized Smoothing over Multiplicative Parameters of Input Transformations IJCAI 2022
Multi-Armed Bandit Problem with Temporally-Partitioned Rewards: When Partial Feedback Counts IJCAI 2022
Bounded Memory Adversarial Bandits with Composite Anonymous Delayed Feedback IJCAI 2022
Robust Weight Perturbation for Adversarial Training IJCAI 2022
Transformer-based Objective-reinforced Generative Adversarial Network to Generate Desired Molecules IJCAI 2022
Data-Efficient Backdoor Attacks IJCAI 2022
Logically Consistent Adversarial Attacks for Soft Theorem Provers IJCAI 2022
Robust Fine-tuning via Perturbation and Interpolation from In-batch Instances IJCAI 2022
On Attacking Out-Domain Uncertainty Estimation in Deep Neural Networks IJCAI 2022
CARBEN: Composite Adversarial Robustness Benchmark IJCAI 2022
Grammatical Error Correction Systems for Automated Assessment: Are They Susceptible to Universal Adversarial Attacks? IJCNLP 2022
Arabic Dialect Identification with a Few Labeled Examples Using Generative Adversarial Networks IJCNLP 2022
Food Knowledge Representation Learning with Adversarial Substitution IJCNLP 2022
Hengam: An Adversarially Trained Transformer for Persian Temporal Tagging IJCNLP 2022
Analyzing Biases to Spurious Correlations in Text Classification Tasks IJCNLP 2022
Adversarially Improving NMT Robustness to ASR Errors with Confusion Sets IJCNLP 2022
UKP-SQuARE v2: Explainability and Adversarial Attacks for Trustworthy QA IJCNLP 2022
Efficient and Robust Knowledge Graph Construction IJCNLP 2022
SANE-TTS: Stable And Natural End-to-End Multilingual Text-to-Speech INTERSPEECH 2022
Augmented Adversarial Self-Supervised Learning for Early-Stage Alzheimer's Speech Detection INTERSPEECH 2022
TMGAN-PLC: Audio Packet Loss Concealment using Temporal Memory Generative Adversarial Network INTERSPEECH 2022
Investigating the contribution of speaker attributes to speaker separability using disentangled speaker representations INTERSPEECH 2022
Multi-Modal Multi-Correlation Learning for Audio-Visual Speech Separation INTERSPEECH 2022
Vaccinating SER to Neutralize Adversarial Attacks with Self-Supervised Augmentation Strategy INTERSPEECH 2022