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Adversarial Learning

4854 directly classified papers

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Papers

Efficient Adversarial Training With Transferable Adversarial Examples CVPR 2020
CONAN: Complementary Pattern Augmentation for Rare Disease Detection AAAI 2020
Towards Large Yet Imperceptible Adversarial Image Perturbations With Perceptual Color Distance CVPR 2020
TextAttack: Lessons learned in designing Python frameworks for NLP EMNLP 2020
Perturbing Across the Feature Hierarchy to Improve Standard and Strict Blackbox Attack Transferability NIPS 2020
Event-Related Bias Removal for Real-time Disaster Events EMNLP 2020
Adversarial Training for Code Retrieval with Question-Description Relevance Regularization EMNLP 2020
PhysGAN: Generating Physical-World-Resilient Adversarial Examples for Autonomous Driving CVPR 2020
Efficient and robust algorithms for adversarial linear contextual bandits COLT 2020
Market Manipulation: An Adversarial Learning Framework for Detection and Evasion IJCAI 2020
Financial Thought Experiment: A GAN-based Approach to Vast Robust Portfolio Selection IJCAI 2020
Adversarial Graph Embeddings for Fair Influence Maximization over Social Networks IJCAI 2020
Adversarial Oracular Seq2seq Learning for Sequential Recommendation IJCAI 2020
Rumor Detection on Social Media with Graph Structured Adversarial Learning IJCAI 2020
JANE: Jointly Adversarial Network Embedding IJCAI 2020
Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text ACL 2020
Author Name Disambiguation on Heterogeneous Information Network with Adversarial Representation Learning AAAI 2020
Stronger and Faster Wasserstein Adversarial Attacks ICML 2020
Min-Max Optimization without Gradients: Convergence and Applications to Black-Box Evasion and Poisoning Attacks ICML 2020
Adversarial Style Mining for One-Shot Unsupervised Domain Adaptation NIPS 2020
Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift NIPS 2020
Task-Robust Model-Agnostic Meta-Learning NIPS 2020
Attack of the Tails: Yes, You Really Can Backdoor Federated Learning NIPS 2020
Few-Cost Salient Object Detection with Adversarial-Paced Learning NIPS 2020
DeepI2I: Enabling Deep Hierarchical Image-to-Image Translation by Transferring from GANs NIPS 2020