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Adversarial Learning

4,854 papers

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Papers

A Manifold View of Adversarial Risk AISTATS 2022
Limiting Behaviors of Nonconvex-Nonconcave Minimax Optimization via Continuous-Time Systems ALT 2022
Adversarial Interpretation of Bayesian Inference ALT 2022
Scale-Free Adversarial Multi Armed Bandits ALT 2022
Where to Attack: A Dynamic Locator Model for Backdoor Attack in Text Classifications COLING 2022
PlugAT: A Plug and Play Module to Defend against Textual Adversarial Attack COLING 2022
Semantic-Preserving Adversarial Code Comprehension COLING 2022
InferES : A Natural Language Inference Corpus for Spanish Featuring Negation-Based Contrastive and Adversarial Examples COLING 2022
PARSE: An Efficient Search Method for Black-box Adversarial Text Attacks COLING 2022
Learn2Weight: Parameter Adaptation against Similar-domain Adversarial Attacks COLING 2022
Sentence-aware Adversarial Meta-Learning for Few-Shot Text Classification COLING 2022
PAEG: Phrase-level Adversarial Example Generation for Neural Machine Translation COLING 2022
Adversarial Training on Disentangling Meaning and Language Representations for Unsupervised Quality Estimation COLING 2022
Towards Robust Neural Machine Translation with Iterative Scheduled Data-Switch Training COLING 2022
CoCGAN: Contrastive Learning for Adversarial Category Text Generation COLING 2022
CAISA@SMM4H’22: Robust Cross-Lingual Detection of Disease Mentions on Social Media with Adversarial Methods COLING 2022
Adversarially Robust Multi-Armed Bandit Algorithm with Variance-Dependent Regret Bounds COLT 2022
Adaptive Bandit Convex Optimization with Heterogeneous Curvature COLT 2022
Smoothed Online Learning is as Easy as Statistical Learning COLT 2022
Corralling a Larger Band of Bandits: A Case Study on Switching Regret for Linear Bandits COLT 2022
Robustly-reliable learners under poisoning attacks COLT 2022
On the power of adaptivity in statistical adversaries COLT 2022
Strategizing against Learners in Bayesian Games COLT 2022
Controllable Animation of Fluid Elements in Still Images CVPR 2022
Delving Deep Into the Generalization of Vision Transformers Under Distribution Shifts CVPR 2022