Data Augmentation

Crowdsourcing on Sensitive Data with Privacy-Preserving Text Rewriting ACL 2023 CTW: Confident Time-Warping for Time-Series Label-Noise Learning IJCAI 2023 Cultural Concept Adaptation on Multimodal Reasoning EMNLP 2023 Curious Replay for Model-based Adaptation ICML 2023 Curricular Contrastive Regularization for Physics-Aware Single Image Dehazing CVPR 2023 Curriculum Multi-Negative Augmentation for Debiased Video Grounding AAAI 2023 CutMIB: Boosting Light Field Super-Resolution via Multi-View Image Blending CVPR 2023 Cut-Paste Consistency Learning for Semi-Supervised Lesion Segmentation WACV 2023 D4: Improving LLM Pretraining via Document De-Duplication and Diversification NeurIPS 2023 DALE: Generative Data Augmentation for Low-Resource Legal NLP EMNLP 2023 Dark Side Augmentation: Generating Diverse Night Examples for Metric Learning ICCV 2023 Data augmentation for children ASR and child-adult speaker classification using voice conversion methods Interspeech 2023 Data Augmentation for Code Translation with Comparable Corpora and Multiple References EMNLP 2023 Data Augmentation for Diverse Voice Conversion in Noisy Environments Interspeech 2023 Data Augmentation for Imbalanced Regression AISTATS 2023 Data Augmentation for Low-Resource Keyphrase Generation ACL 2023 Data Augmentation for Radiology Report Simplification EACL 2023 Data Augmentations for Improved (Large) Language Model Generalization NeurIPS 2023 Data Augmentation Techniques for Machine Translation of Code-Switched Texts: A Comparative Study EMNLP 2023 Data Banzhaf: A Robust Data Valuation Framework for Machine Learning AISTATS 2023 DataComp: In search of the next generation of multimodal datasets NeurIPS 2023 Data-Driven Network Neuroscience: On Data Collection and Benchmark NeurIPS 2023 Data-driven Stochastic Output-Feedback Predictive Control: Recursive Feasibility through Interpolated Initial Conditions L4DC 2023 Data-Efficient Methods For Improving Hate Speech Detection EACL 2023 DataFinder: Scientific Dataset Recommendation from Natural Language Descriptions ACL 2023