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data augmentation

3,121 papers

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Also known as

DA

Co-occurring keywords · papers mentioning both

text classification (291) large language model (225) transfer learning (160) image classification (150) representation learning (144) contrastive learning (141) domain adaptation (139) few-shot learning (138) semi-supervised learning (132) self-supervised learning (131)

Papers

GraphSR: A Data Augmentation Algorithm for Imbalanced Node Classification AAAI 2023 GuidedMixup: An Efficient Mixup Strategy Guided by Saliency Maps AAAI 2023 Guiding Computational Stance Detection with Expanded Stance Triangle Framework ACL 2023 HandsOff: Labeled Dataset Generation With No Additional Human Annotations CVPR 2023 Harnessing Hard Mixed Samples with Decoupled Regularizer NeurIPS 2023 Harnessing Out-Of-Distribution Examples via Augmenting Content and Style ICLR 2023 HHS at SemEval-2023 Task 10: A Comparative Analysis of Sexism Detection Based on the RoBERTa Model SemEval 2023 Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations AAAI 2023 Hierarchical Supervision and Shuffle Data Augmentation for 3D Semi-Supervised Object Detection CVPR 2023 Hierarchical Timbre-Cadence Speaker Encoder for Zero-shot Speech Synthesis Interspeech 2023 Hint-Aug: Drawing Hints From Foundation Vision Transformers Towards Boosted Few-Shot Parameter-Efficient Tuning CVPR 2023 How Many Perturbations Break This Model? Evaluating Robustness Beyond Adversarial Accuracy ICML 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 How to (Virtually) Train Your Speaker Localizer Interspeech 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 Transcription Quality Improvement Interspeech 2023 HW-TSC 2023 Submission for the Quality Estimation Shared Task EMNLP 2023 HW-TSC at IWSLT2023: Break the Quality Ceiling of Offline Track via Pre-Training and Domain Adaptation ACL 2023 HW-TSC’s Participation in the WMT 2023 Automatic Post Editing Shared Task EMNLP 2023 I2C-Huelva at SemEval-2023 Task 9: Analysis of Intimacy in Multilingual Tweets Using Resampling Methods and Transformers SemEval 2023 I2R’s End-to-End Speech Translation System for IWSLT 2023 Offline Shared Task ACL 2023 ILA-DA: Improving Transferability of Intermediate Level Attack with Data Augmentation ICLR 2023