data augmentation

Robust Scene Text Detection via Learnable Scene Transformations ACML 2022 Robust Self-Augmentation for Named Entity Recognition with Meta Reweighting NAACL 2022 Robust Trajectory Prediction against Adversarial Attacks CoRL 2022 RoChBert: Towards Robust BERT Fine-tuning for Chinese EMNLP 2022 RSA: Reducing Semantic Shift from Aggressive Augmentations for Self-supervised Learning NeurIPS 2022 RUG-1-Pegasussers at SemEval-2022 Task 3: Data Generation Methods to Improve Recognizing Appropriate Taxonomic Word Relations SemEval 2022 S2P: State-conditioned Image Synthesis for Data Augmentation in Offline Reinforcement Learning NeurIPS 2022 SageMix: Saliency-Guided Mixup for Point Clouds NeurIPS 2022 SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction NAACL 2022 Saliency Grafting: Innocuous Attribution-Guided Mixup with Calibrated Label Mixing AAAI 2022 Sample, Translate, Recombine: Leveraging Audio Alignments for Data Augmentation in End-to-end Speech Translation ACL 2022 SAS: Self-Augmentation Strategy for Language Model Pre-training AAAI 2022 SchAman: Spell-Checking Resources and Benchmark for Endangered Languages from Amazonia AACL 2022 SelecMix: Debiased Learning by Contradicting-pair Sampling NeurIPS 2022 Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation WACV 2022 Self-supervised learning for analysis of temporal and morphological drug effects in cancer cell imaging data MIDL 2022 Semantically Consistent Data Augmentation for Neural Machine Translation via Conditional Masked Language Model COLING 2022 Semantically Distributed Robust Optimization for Vision-and-Language Inference ACL 2022 SemEval-2022 Task 3: PreTENS-Evaluating Neural Networks on Presuppositional Semantic Knowledge SemEval 2022 Semi-Supervised Few-Shot Learning via Multi-Factor Clustering CVPR 2022 Semi-Supervised Formality Style Transfer with Consistency Training ACL 2022 Semi-Supervised Learning of Semantic Correspondence With Pseudo-Labels CVPR 2022 Semi-supervised Learning with Multi-Head Co-Training AAAI 2022 SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems AAAI 2022 Sharing Data by Language Family: Data Augmentation for Romance Language Morpheme Segmentation NAACL 2022