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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

PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object Detection AAAI 2025 Position: Graph Matching Systems Deserve Better Benchmarks ICML 2025 Preference Identification by Interaction Overlap for Bundle Recommendation IJCAI 2025 PriFold: Biological Priors Improve RNA Secondary Structure Predictions AAAI 2025 PromotionGo at LeWiDi-2025: Enhancing Multilingual Irony Detection with Data-Augmented Ensembles and L1 Loss EMNLP 2025 Promptable Representation Distribution Learning and Data Augmentation for Gigapixel Histopathology WSI Analysis AAAI 2025 Prompt-Guided Augmentation and Multi-modal Fusion for Argumentative Fallacy Classification in Political Debates ACL 2025 Pseudo Labels-based Neural Speech Enhancement for the AVSR Task in the MISP-Meeting Challenge Interspeech 2025 QA Analysis in Medical and Legal Domains: A Survey of Data Augmentation in Low-Resource Settings ACL 2025 QUESPA Submission for the IWSLT 2025 Dialectal and Low-resource Speech Translation Task ACL 2025 Rationalizing and Augmenting Dynamic Graph Neural Networks ICLR 2025 Realistic Noise Synthesis with Diffusion Models AAAI 2025 REARANK: Reasoning Re-ranking Agent via Reinforcement Learning EMNLP 2025 Recognizing Every Voice: Towards Inclusive ASR for Rural Bhojpuri Women Interspeech 2025 RecombiText: Compositional Data Augmentation for Enhancing LLM Pre-Training Datasets in Low-Resource Scenarios EMNLP 2025 Reduced-rank Factorized Fourier Neural Operator ACML 2025 Regularizing Learnable Feature Extraction for Automatic Speech Recognition Interspeech 2025 ReNovo: Retrieval-Based \emph{De Novo} Mass Spectrometry Peptide Sequencing ICLR 2025 Representation Space Augmentation for Effective Self-Supervised Learning on Tabular Data AAAI 2025 ResoFilter: Fine-grained Synthetic Data Filtering for Large Language Models through Data-Parameter Resonance Analysis NAACL 2025 Revisiting In-Context Learning with Long Context Language Models ACL 2025 REWIND: Speech Time Reversal for Enhancing Speaker Representations in Diffusion-based Voice Conversion Interspeech 2025 Robust Classification by Coupling Data Mollification with Label Smoothing AISTATS 2025 Robustly Learning Monotone Generalized Linear Models via Data Augmentation COLT 2025 RPDR: A Round-trip Prediction-Based Data Augmentation Framework for Long-Tail Question Answering EMNLP 2025