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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

Boosting Sentiment Analysis in Persian through a GAN-Based Synthetic Data Augmentation Method COLING 2025 Boost Self-Supervised Dataset Distillation via Parameterization, Predefined Augmentation, and Approximation ICLR 2025 BooW-VTON: Boosting In-the-Wild Virtual Try-On via Mask-Free Pseudo Data Training CVPR 2025 Borrowing Eyes for the Blind Spot: Overcoming Data Scarcity in Malicious Video Detection via Cross-Domain Retrieval Augmentation ICCV 2025 BrailleLLM: Braille Instruction Tuning with Large Language Models for Braille Domain Tasks EMNLP 2025 Bridging the Data Gap in Financial Sentiment: LLM-Driven Augmentation ACL 2025 Bridging the Visual Gap: Fine-Tuning Multimodal Models with Knowledge-Adapted Captions NAACL 2025 Building a Family of Data Augmentation Models for Low-cost LLM Fine-tuning on the Cloud COLING 2025 Building a Functional Machine Translation Corpus for Kpelle ACL 2025 BUINUS at IWSLT: Evaluating the Impact of Data Augmentation and QLoRA-based Fine-Tuning for Maltese to English Speech Translation ACL 2025 CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-car Speech Separation with Distributed Heterogeneous Arrays Interspeech 2025 CAIDAS at SemEval-2025 Task 7: Enriching Sparse Datasets with LLM-Generated Content for Improved Information Retrieval SemEval 2025 CamoFA: A Learnable Fourier-Based Augmentation for Camouflage Segmentation WACV 2025 Cap2Aug: Caption Guided Image Data Augmentation WACV 2025 CATE Estimation With Potential Outcome Imputation From Local Regression UAI 2025 CDAˆ2: Counterfactual Diffusion Augmentation for Cross-Domain Adaptation in Low-Resource Sentiment Analysis COLING 2025 CharacterCraft: Bridging the Literature-Reality Dialogue Gap for Practical Role-Playing Agents EMNLP 2025 ChemActor: Enhancing Automated Extraction of Chemical Synthesis Actions with LLM-Generated Data ACL 2025 Clarity Amidst Blur: A Deterministic Method for Synthetic Generation of Water Droplets on Camera Lenses WACV 2025 Combining Automated and Manual Data for Effective Downstream Fine-Tuning of Transformers for Low-Resource Language Applications ACL 2025 Configuring Data Augmentations to Reduce Variance Shift in Positional Embedding of Vision Transformers AAAI 2025 Contrastive Decoding for Synthetic Data Generation in Low-Resource Language Modeling EMNLP 2025 Contrastive Learning from Synthetic Audio Doppelgängers ICLR 2025 CoPrUS: Consistency Preserving Utterance Synthesis towards more realistic benchmark dialogues COLING 2025 Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization WACV 2025