data augmentation

Predictive Maintenance for General Aviation Using Convolutional Transformers AAAI 2022 PreQuEL: Quality Estimation of Machine Translation Outputs in Advance EMNLP 2022 Primitive3D: 3D Object Dataset Synthesis From Randomly Assembled Primitives CVPR 2022 Probabilistic spatial transformer networks UAI 2022 Product Answer Generation from Heterogeneous Sources: A New Benchmark and Best Practices ACL 2022 PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks ACL 2022 Prompt-based Pre-trained Model for Personality and Interpersonal Reactivity Prediction ACL 2022 PSA-GAN: Progressive Self Attention GANs for Synthetic Time Series ICLR 2022 Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noise Images ICML 2022 Pyramid Adversarial Training Improves ViT Performance CVPR 2022 Qtrade AI at SemEval-2022 Task 11: An Unified Framework for Multilingual NER Task SemEval 2022 Rainbow Keywords: Efficient Incremental Learning for Online Spoken Keyword Spotting Interspeech 2022 RCT: Random consistency training for semi-supervised sound event detection Interspeech 2022 Realistic Data Augmentation Framework for Enhancing Tabular Reasoning EMNLP 2022 RecursiveMix: Mixed Learning with History NeurIPS 2022 Rethinking and Improving Robustness of Convolutional Neural Networks: a Shapley Value-based Approach in Frequency Domain NeurIPS 2022 Rethinking Data Augmentation in Text-to-text Paradigm COLING 2022 Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance With Expanded Views CVPR 2022 Retrieval Based Response Letter Generation For a Customer Care Setting NAACL 2022 Retrieval Data Augmentation Informed by Downstream Question Answering Performance ACL 2022 Retrieval-guided Counterfactual Generation for QA ACL 2022 Robustifying Sentiment Classification by Maximally Exploiting Few Counterfactuals EMNLP 2022 Robust MT Evaluation with Sentence-level Multilingual Augmentation EMNLP 2022 Robustness of Demonstration-based Learning Under Limited Data Scenario EMNLP 2022 Robust Optimization As Data Augmentation for Large-Scale Graphs CVPR 2022