Data Augmentation

Generative Pipeline for Data Augmentation of Unconstrained Document Images with Structural and Textural Degradation (Student Abstract) AAAI 2023 Generative Table Pre-training Empowers Models for Tabular Prediction EMNLP 2023 Global and Local Mixture Consistency Cumulative Learning for Long-Tailed Visual Recognitions CVPR 2023 Global Mixup: Eliminating Ambiguity with Clustering AAAI 2023 Global Structure-Aware Diffusion Process for Low-light Image Enhancement NeurIPS 2023 Gold Standard Bangla OCR Dataset: An In-Depth Look at Data Preprocessing and Annotation Processes EMNLP 2023 Graph Mixup with Soft Alignments ICML 2023 GraphSR: A Data Augmentation Algorithm for Imbalanced Node Classification AAAI 2023 Group GMM-ResNet for Detection of Synthetic Speech Attacks Interspeech 2023 GuidedMixup: An Efficient Mixup Strategy Guided by Saliency Maps AAAI 2023 HandsOff: Labeled Dataset Generation With No Additional Human Annotations CVPR 2023 Harnessing Hard Mixed Samples with Decoupled Regularizer NeurIPS 2023 HHS at SemEval-2023 Task 10: A Comparative Analysis of Sexism Detection Based on the RoBERTa Model SemEval 2023 Hierarchical Supervision and Shuffle Data Augmentation for 3D Semi-Supervised Object Detection CVPR 2023 Hint-Aug: Drawing Hints From Foundation Vision Transformers Towards Boosted Few-Shot Parameter-Efficient Tuning CVPR 2023 How Many Data Samples is an Additional Instruction Worth? EACL 2023 How Much Data Are Augmentations Worth? An Investigation into Scaling Laws, Invariance, and Implicit Regularization ICLR 2023 How Re-sampling Helps for Long-Tail Learning? NeurIPS 2023 How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval EMNLP 2023 HSE: Hybrid Species Embedding for Deep Metric Learning ICCV 2023 HULAT at SemEval-2023 Task 10: Data Augmentation for Pre-trained Transformers Applied to the Detection of Sexism in Social Media SemEval 2023 HULAT at SemEval-2023 Task 9: Data Augmentation for Pre-trained Transformers Applied to Multilingual Tweet Intimacy Analysis SemEval 2023 Human-in-the-Loop Mixup UAI 2023 Human Transcription Quality Improvement Interspeech 2023 HW-TSC 2023 Submission for the Quality Estimation Shared Task EMNLP 2023