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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

Human-centered Interactive Learning via MLLMs for Text-to-Image Person Re-identification CVPR 2025 IIITH-BUT system for IWSLT 2025 low-resource Bhojpuri to Hindi speech translation ACL 2025 ImaRA: An Imaginative Frame Augmented Method for Low-Resource Multimodal Metaphor Detection and Explanation NAACL 2025 Improving Low-Resource Dialect Classification Using Retrieval-based Voice Conversion Interspeech 2025 Improving Multilingual Speech Models on ML-SUPERB 2.0: Fine-tuning with Data Augmentation and LID-Aware CTC Interspeech 2025 Improving Sentiment Analysis for Ukrainian Social Media Code-Switching Data ACL 2025 Indonesian Speech Content De-Identification in Low Resource Transcripts COLING 2025 InfoNCE: Identifying the Gap Between Theory and Practice AISTATS 2025 Instruct Where the Model Fails: Generative Data Augmentation via Guided Self-contrastive Fine-tuning AAAI 2025 Intent Oriented Contrastive Learning for Sequential Recommendation AAAI 2025 InterAct: Advancing Large-Scale Versatile 3D Human-Object Interaction Generation CVPR 2025 In the LLM era, Word Sense Induction remains unsolved ACL 2025 InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-Instruct AAAI 2025 Inversion Circle Interpolation: Diffusion-based Image Augmentation for Data-scarce Classification CVPR 2025 Investigating the Effect of Backtranslation for Indic Languages COLING 2025 Is linguistically-motivated data augmentation worth it? ACL 2025 JiSAM: Alleviate Labeling Burden and Corner Case Problems in Autonomous Driving via Minimal Real-World Data CVPR 2025 JPEG Inspired Deep Learning ICLR 2025 KCS: Diversify Multi-hop Question Generation with Knowledge Composition Sampling EMNLP 2025 KGCL: Knowledge-Enhanced Graph Contrastive Learning for Retrosynthesis Prediction Based on Molecular Graph Editing IJCAI 2025 KIT’s Low-resource Speech Translation Systems for IWSLT2025: System Enhancement with Synthetic Data and Model Regularization ACL 2025 Knowledge-Enhanced Hierarchical Heterogeneous Graph for Personality Identification with Limited Training Data AAAI 2025 Know Your RAG: Dataset Taxonomy and Generation Strategies for Evaluating RAG Systems COLING 2025 Label-Efficient Data Augmentation with Video Diffusion Models for Guidewire Segmentation in Cardiac Fluoroscopy AAAI 2025 LACA: Improving Cross-lingual Aspect-Based Sentiment Analysis with LLM Data Augmentation ACL 2025