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Adversarial Learning

4,859 papers

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Papers

Robust Regularization with Adversarial Labelling of Perturbed Samples IJCAI 2021
Adversarial Spectral Kernel Matching for Unsupervised Time Series Domain Adaptation IJCAI 2021
Demiguise Attack: Crafting Invisible Semantic Adversarial Perturbations with Perceptual Similarity IJCAI 2021
Self-Supervised Adversarial Distribution Regularization for Medication Recommendation IJCAI 2021
Robust Adversarial Imitation Learning via Adaptively-Selected Demonstrations IJCAI 2021
Reinforcement Learning Based Sparse Black-box Adversarial Attack on Video Recognition Models IJCAI 2021
Closing the BIG-LID: An Effective Local Intrinsic Dimensionality Defense for Nonlinear Regression Poisoning IJCAI 2021
Multi-level Generative Models for Partial Label Learning with Non-random Label Noise IJCAI 2021
BESA: BERT-based Simulated Annealing for Adversarial Text Attacks IJCAI 2021
Graph Universal Adversarial Attacks: A Few Bad Actors Ruin Graph Learning Models IJCAI 2021
Multi-Target Invisibly Trojaned Networks for Visual Recognition and Detection IJCAI 2021
BACKDOORL: Backdoor Attack against Competitive Reinforcement Learning IJCAI 2021
Recent Advances in Adversarial Training for Adversarial Robustness IJCAI 2021
A Survey on Universal Adversarial Attack IJCAI 2021
Robot Manipulation Learning Using Generative Adversarial Imitation Learning IJCAI 2021
Adversarial Examples in Physical World IJCAI 2021
Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger IJCNLP 2021
OoMMix: Out-of-manifold Regularization in Contextual Embedding Space for Text Classification IJCNLP 2021
AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER IJCNLP 2021
MATE-KD: Masked Adversarial TExt, a Companion to Knowledge Distillation IJCNLP 2021
Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate Detection IJCNLP 2021
Poisoning Knowledge Graph Embeddings via Relation Inference Patterns IJCNLP 2021
Crafting Adversarial Examples for Neural Machine Translation IJCNLP 2021
CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding IJCNLP 2021
Towards Robustness of Text-to-SQL Models against Synonym Substitution IJCNLP 2021