Adversarial Learning

Crossfire Conditional Generative Adversarial Networks for Singing Voice Extraction Interspeech 2021 Crosslingual Transfer Learning for Relation and Event Extraction via Word Category and Class Alignments EMNLP 2021 C-Watcher: A Framework for Early Detection of High-Risk Neighborhoods Ahead of COVID-19 Outbreak AAAI 2021 DANCE: Enhancing saliency maps using decoys ICML 2021 Data Augmentation Can Improve Robustness NeurIPS 2021 Data Augmentation with Adversarial Training for Cross-Lingual NLI ACL 2021 Data-Free Model Extraction CVPR 2021 Data-Free Universal Adversarial Perturbation and Black-Box Attack ICCV 2021 DAT: Training Deep Networks Robust To Label-Noise by Matching the Feature Distributions CVPR 2021 DB-GAN: Boosting Object Recognition Under Strong Lighting Conditions WACV 2021 DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network ICCV 2021 Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data NeurIPS 2021 DeepBlueAI at WANLP-EACL2021 task 2: A Deep Ensemble-based Method for Sarcasm and Sentiment Detection in Arabic EACL 2021 Deep Feature CycleGANs: Speaker Identity Preserving Non-Parallel Microphone-Telephone Domain Adaptation for Speaker Verification Interspeech 2021 Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification AAAI 2021 Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks ICLR 2021 Deep Recurrent Belief Propagation Network for POMDPs AAAI 2021 DeepRobust: a Platform for Adversarial Attacks and Defenses AAAI 2021 Defending Against Universal Adversarial Patches by Clipping Feature Norms ICCV 2021 Defending Multimodal Fusion Models Against Single-Source Adversaries CVPR 2021 Defending SVMs against poisoning attacks: the hardness and DBSCAN approach UAI 2021 Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble ACL 2021 Defense-Friendly Images in Adversarial Attacks: Dataset and Metrics for Perturbation Difficulty WACV 2021 DeHiB: Deep Hidden Backdoor Attack on Semi-supervised Learning via Adversarial Perturbation AAAI 2021 Delving into Data: Effectively Substitute Training for Black-box Attack CVPR 2021