Data Augmentation

Expanding Small-Scale Datasets with Guided Imagination NeurIPS 2023 Expert Data Augmentation in Imitation Learning (Student Abstract) AAAI 2023 Explainable Text Classification via Attentive and Targeted Mixing Data Augmentation IJCAI 2023 EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact Verification EMNLP 2023 Explanation Selection Using Unlabeled Data for Chain-of-Thought Prompting EMNLP 2023 Exploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information Extraction EMNLP 2023 Exploiting Cross-Domain And Cross-Lingual Ultrasound Tongue Imaging Features For Elderly And Dysarthric Speech Recognition Interspeech 2023 Exploiting Summarization Data to Help Text Simplification EACL 2023 Exploring Chemical Space with Score-based Out-of-distribution Generation ICML 2023 Exploring CLIP for Assessing the Look and Feel of Images AAAI 2023 Exploring Data Augmentation for Code Generation Tasks EACL 2023 Exploring Enhanced Code-Switched Noising for Pretraining in Neural Machine Translation EACL 2023 Exploring Image Augmentations for Siamese Representation Learning with Chest X-Rays MIDL 2023 Exploring multi-task learning and data augmentation in dementia detection with self-supervised pretrained models Interspeech 2023 Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs EMNLP 2023 Factual Relation Discrimination for Factuality-oriented Abstractive Summarization EMNLP 2023 Fair-CDA: Continuous and Directional Augmentation for Group Fairness AAAI 2023 Fast Contextual Scene Graph Generation With Unbiased Context Augmentation CVPR 2023 Fast Online Hashing with Multi-Label Projection AAAI 2023 Feature Dropout: Revisiting the Role of Augmentations in Contrastive Learning NeurIPS 2023 Feature Programming for Multivariate Time Series Prediction ICML 2023 FedFA: Federated Feature Augmentation ICLR 2023 FerKD: Surgical Label Adaptation for Efficient Distillation ICCV 2023 Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation AAAI 2023 Few-shot Dysarthric Speech Recognition with Text-to-Speech Data Augmentation Interspeech 2023