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Data Augmentation

3622 directly classified papers

Papers per year

Papers

GCR: Gradient Coreset Based Replay Buffer Selection for Continual Learning CVPR 2022
3D Common Corruptions and Data Augmentation CVPR 2022
Simple Semantic-based Data Augmentation for Named Entity Recognition in Biomedical Texts ACL 2022
Horses to Zebras: Ontology-Guided Data Augmentation and Synthesis for ICD-9 Coding ACL 2022
DE-ABUSE@TamilNLP-ACL 2022: Transliteration as Data Augmentation for Abuse Detection in Tamil ACL 2022
FilipN@LT-EDI-ACL2022-Detecting signs of Depression from Social Media: Examining the use of summarization methods as data augmentation for text classification ACL 2022
Aug-NeRF: Training Stronger Neural Radiance Fields With Triple-Level Physically-Grounded Augmentations CVPR 2022
SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems AAAI 2022
Data Augmentation for Intent Classification with Off-the-shelf Large Language Models ACL 2022
Feature Statistics Mixing Regularization for Generative Adversarial Networks CVPR 2022
Explainability Guided COVID-19 Detection in CT Scans MIDL 2022
CoCoa: An Encoder-Decoder Model for Controllable Code-switched Generation EMNLP 2022
Leveraging Affirmative Interpretations from Negation Improves Natural Language Understanding EMNLP 2022
CTRLsum: Towards Generic Controllable Text Summarization EMNLP 2022
Simple Questions Generate Named Entity Recognition Datasets EMNLP 2022
A Fusion-Denoising Attack on InstaHide with Data Augmentation AAAI 2022
Data augmentation in Bayesian neural networks and the cold posterior effect UAI 2022
ParaTag: A Dataset of Paraphrase Tagging for Fine-Grained Labels, NLG Evaluation, and Data Augmentation EMNLP 2022
Cyclic test time augmentation with entropy weight method UAI 2022
Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation EMNLP 2022
SimVQA: Exploring Simulated Environments for Visual Question Answering CVPR 2022
VAgyojaka: An Annotating and Post-Editing Tool for Automatic Speech Recognition INTERSPEECH 2022
EHR Safari: Data is Contextual MLHC 2022
A Data-Augmentation Is Worth A Thousand Samples: Analytical Moments And Sampling-Free Training NIPS 2022
Clozer”:” Adaptable Data Augmentation for Cloze-style Reading Comprehension ACL 2022