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data augmentation

3,121 papers

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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

DALE: Generative Data Augmentation for Low-Resource Legal NLP EMNLP 2023 DART: Diversify-Aggregate-Repeat Training Improves Generalization of Neural Networks CVPR 2023 Data augmentation alone can improve adversarial training ICLR 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 Augmentation Techniques for Machine Translation of Code-Switched Texts: A Comparative Study EMNLP 2023 Data Augmented Flatness-aware Gradient Projection for Continual Learning ICCV 2023 Data-Centric Learning from Unlabeled Graphs with Diffusion Model NeurIPS 2023 Data-Efficient Methods For Improving Hate Speech Detection EACL 2023 DATScore: Evaluating Translation with Data Augmented Translations EACL 2023 DeepBlueAI at PragTag-2023:Ensemble-based Text Classification Approaches under Limited Data Resources EMNLP 2023 DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection NeurIPS 2023 Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness AAAI 2023 Deep Perturbation Learning: Enhancing the Network Performance via Image Perturbations ICML 2023 Detecting intersectionality in NER models: A data-driven approach EACL 2023 DFlow: Learning to Synthesize Better Optical Flow Datasets via a Differentiable Pipeline ICLR 2023 DialoGPS: Dialogue Path Sampling in Continuous Semantic Space for Data Augmentation in Multi-Turn Conversations ACL 2023 DigiFace-1M: 1 Million Digital Face Images for Face Recognition WACV 2023 DISCO: Distilling Counterfactuals with Large Language Models ACL 2023 Disfluency Generation for More Robust Dialogue Systems ACL 2023 Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models NeurIPS 2023