Data Augmentation

Domain Generalization via Balancing Training Difficulty and Model Capability ICCV 2023 DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining NeurIPS 2023 DP-Mix: Mixup-based Data Augmentation for Differentially Private Learning NeurIPS 2023 DRAW: Defending Camera-shooted RAW Against Image Manipulation ICCV 2023 DropMessage: Unifying Random Dropping for Graph Neural Networks AAAI 2023 DSHacker at SemEval-2023 Task 3: Genres and Persuasion Techniques Detection with Multilingual Data Augmentation through Machine Translation and Text Generation SemEval 2023 DUTIR at SemEval-2023 Task 10: Semi-supervised Learning for Sexism Detection in English SemEval 2023 DynaMiTE: Discovering Explosive Topic Evolutions with User Guidance ACL 2023 ECG-QALM: Entity-Controlled Synthetic Text Generation using Contextual Q&A for NER ACL 2023 Edges to Shapes to Concepts: Adversarial Augmentation for Robust Vision CVPR 2023 Effectiveness of Data Augmentation for Parameter Efficient Tuning with Limited Data ACL 2023 Embedding Space Interpolation Beyond Mini-Batch, Beyond Pairs and Beyond Examples NeurIPS 2023 Emotion Classification with EEG Responses Evoked by Emotional Prosody of Speech Interspeech 2023 End-to-end Adversarial Sample Generation for Data Augmentation EMNLP 2023 Enhanced Training Methods for Multiple Languages ACL 2023 Enhancing Arabic Machine Translation for E-commerce Product Information: Data Quality Challenges and Innovative Selection Approaches EMNLP 2023 Enhancing Chat Language Models by Scaling High-quality Instructional Conversations EMNLP 2023 Enhancing Language Model with Unit Test Techniques for Efficient Regular Expression Generation EMNLP 2023 Enhancing Minority Classes by Mixing: An Adaptative Optimal Transport Approach for Long-tailed Classification NeurIPS 2023 Enhancing Sample Utilization through Sample Adaptive Augmentation in Semi-Supervised Learning ICCV 2023 Entity-to-Text based Data Augmentation for various Named Entity Recognition Tasks ACL 2023 Estimating Numbers without Regression EACL 2023 Evaluation of delexicalization methods for research on emotional speech Interspeech 2023 Evidential Interactive Learning for Medical Image Captioning ICML 2023 Expand, Highlight, Generate: RL-driven Document Generation for Passage Reranking EMNLP 2023