Data Augmentation

Analyzing Diffusion Models on Synthesizing Training Datasets ACML 2024 Annotating FrameNet via Structure-Conditioned Language Generation ACL 2024 Are Data Augmentation Methods in Named Entity Recognition Applicable for Uncertainty Estimation? EMNLP 2024 A Single-Stage Multi-Style License Plate Recognition Method Based on Attention ACML 2024 Audio-Visual Segmentation via Unlabeled Frame Exploitation CVPR 2024 BEHAVIOR Vision Suite: Customizable Dataset Generation via Simulation CVPR 2024 BEM: Balanced and Entropy-based Mix for Long-Tailed Semi-Supervised Learning CVPR 2024 Better Synthetic Data by Retrieving and Transforming Existing Datasets ACL 2024 Can LLMs Augment Low-Resource Reading Comprehension Datasets? Opportunities and Challenges ACL 2024 Catch-Up Mix: Catch-Up Class for Struggling Filters in CNN AAAI 2024 CCIL: Continuity-Based Data Augmentation for Corrective Imitation Learning ICLR 2024 Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View. ICLR 2024 Comparing Data Augmentation Methods for End-to-End Task-Oriented Dialog Systems ACL 2024 Consistency Training by Synthetic Question Generation for Conversational Question Answering ACL 2024 Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation ACL 2024 ControlMath: Controllable Data Generation Promotes Math Generalist Models EMNLP 2024 CutFreq: Cut-and-Swap Frequency Components for Low-Level Vision Augmentation AAAI 2024 Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges ACL 2024 Data Augmentation with Diffusion for Open-Set Semi-Supervised Learning NeurIPS 2024 Delving into Qualitative Implications of Synthetic Data for Hate Speech Detection EMNLP 2024 DetDiffusion: Synergizing Generative and Perceptive Models for Enhanced Data Generation and Perception CVPR 2024 Deterministic Reversible Data Augmentation for Neural Machine Translation ACL 2024 DiffuseMix: Label-Preserving Data Augmentation with Diffusion Models CVPR 2024 DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative Data CVPR 2024 Diverse Person: Customize Your Own Dataset for Text-Based Person Search AAAI 2024