Application Areas

Adversarial Auto-Augment with Label Preservation: A Representation Learning Principle Guided Approach NeurIPS 2022 Adversarial Bi-Regressor Network for Domain Adaptive Regression IJCAI 2022 Adversarial Branch Architecture Search for Unsupervised Domain Adaptation WACV 2022 Adversarial Data Augmentation for Task-Specific Knowledge Distillation of Pre-trained Transformers AAAI 2022 Adversarial Examples Can Be Effective Data Augmentation for Unsupervised Machine Learning AAAI 2022 Adversarial-Free Speaker Identity-Invariant Representation Learning for Automatic Dysarthric Speech Classification Interspeech 2022 Adversarial Knowledge Distillation For Robust Spoken Language Understanding Interspeech 2022 Adversarially Constructed Evaluation Sets Are More Challenging, but May Not Be Fair NAACL 2022 Adversarially Robust Kernel Smoothing AISTATS 2022 Adversarially Robust Models may not Transfer Better: Sufficient Conditions for Domain Transferability from the View of Regularization ICML 2022 Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis WACV 2022 Adversarial Reweighting for Speaker Verification Fairness Interspeech 2022 Adversarial Robustness against Multiple and Single l_p-Threat Models via Quick Fine-Tuning of Robust Classifiers ICML 2022 Adversarial Soft Prompt Tuning for Cross-Domain Sentiment Analysis ACL 2022 Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation NeurIPS 2022 Adversarial Support Alignment ICLR 2022 Adversarial Text Normalization NAACL 2022 Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation AAAI 2022 AEGNN: Asynchronous Event-Based Graph Neural Networks CVPR 2022 A Fast Post-Training Pruning Framework for Transformers NeurIPS 2022 A Federated Approach to Predicting Emojis in Hindi Tweets EMNLP 2022 A Fine-Grained Analysis on Distribution Shift ICLR 2022 A Flexible Multi-Task Model for BERT Serving ACL 2022 A Framework to Generate High-Quality Datapoints for Multiple Novel Intent Detection NAACL 2022 A Fusion-Denoising Attack on InstaHide with Data Augmentation AAAI 2022