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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

Action Sequence Augmentation for Action Anticipation ICLR 2025 Adapting Whisper for low-resource Hindi-English Code-Mix speech with on-the-fly Augmentation & LLM-Synthesised Data Interspeech 2025 ADD: Attribution-Driven Data Augmentation Framework for Boosting Image Super-Resolution CVPR 2025 AD-LLM: Benchmarking Large Language Models for Anomaly Detection ACL 2025 Advancing Arabic Diacritization: Improved Datasets, Benchmarking, and State-of-the-Art Models EMNLP 2025 Adversarial Exploitation of Data Diversity Improves Visual Localization ICCV 2025 Adversarial Latent Feature Augmentation for Fairness ICLR 2025 AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data Generation CVPR 2025 A Generalized Theory of Mixup for Structure-Preserving Synthetic Data AISTATS 2025 A Generative Approach at the Instance-Level for Image Segmentation Under Limited Training Data Conditions (Student Abstract) AAAI 2025 A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization: Data Augmentation and Semi-supervised Approaches NAACL 2025 AIDE: Attribute-Guided MultI-Hop Data Expansion for Data Scarcity in Task-Specific Fine-tuning ACL 2025 AKCIT at SemEval-2025 Task 11: Investigating Data Quality in Portuguese Emotion Recognition SemEval 2025 AkibaNLP-TUT: Injecting Language-Specific Word-Level Noise for Low-Resource Language Translation EMNLP 2025 A Lightweight Multi Aspect Controlled Text Generation Solution For Large Language Models NAACL 2025 Aligning Contrastive Multiple Clusterings with User Interests IJCAI 2025 A Little Human Data Goes A Long Way ACL 2025 Alzheimer’s Dementia Detection Using Perplexity from Paired Large Language Models Interspeech 2025 An Analysis of the Impact of Problem Paraphrasing on LLM-Based Mathematical Problem Solving IJCNLP 2025 Anastasia at SemEval-2025 Task 9: Subtask 1, Ensemble Learning with Data Augmentation and Focal Loss for Food Risk Classification. SemEval 2025 An Augmentation-Aware Theory for Self-Supervised Contrastive Learning ICML 2025 An Augmentation Overlap Theory of Contrastive Learning JMLR 2025 ANVITA : A Multi-pronged Approach for Enhancing Machine Translation of Extremely Low-Resource Indian Languages EMNLP 2025 APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning AAAI 2025 A Practical Method for Generating String Counterfactuals NAACL 2025