conftrace_

data augmentation

3,121 papers

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Also known as

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

RoPDA: Robust Prompt-Based Data Augmentation for Low-Resource Named Entity Recognition AAAI 2024 Rotation Has Two Sides: Evaluating Data Augmentation for Deep One-class Classification ICLR 2024 RWMS: Reliable Weighted Multi-Phase for Semi-supervised Segmentation AAAI 2024 S3AD: Semi-Supervised Small Apple Detection in Orchard Environments WACV 2024 SAFLEX: Self-Adaptive Augmentation via Feature Label Extrapolation ICLR 2024 Saliency-Aware Interpolative Augmentation for Multimodal Financial Prediction COLING 2024 Sample-Efficient Multiagent Reinforcement Learning with Reset Replay ICML 2024 Samsung R&D Institute Philippines @ WMT 2024 Indic MT Task EMNLP 2024 Sandalphon@DravidianLangTech-EACL2024: Hate and Offensive Language Detection in Telugu Code-mixed Text using Transliteration-Augmentation EACL 2024 SARCAT: Generative Span-Act Guided Response Generation using Copy-enhanced Target Augmentation EMNLP 2024 SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for Aerial Semantic Segmentation CVPR 2024 SCaLAR at SemEval-2024 Task 8: Unmasking the machine : Exploring the power of RoBERTa Ensemble for Detecting Machine Generated Text SemEval 2024 Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment COLING 2024 Scaling Up Semi-supervised Learning with Unconstrained Unlabelled Data AAAI 2024 Schema-based Data Augmentation for Event Extraction COLING 2024 Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets NeurIPS 2024 SDA: Simple Discrete Augmentation for Contrastive Sentence Representation Learning COLING 2024 Seed-Free Synthetic Data Generation Framework for Instruction-Tuning LLMs: A Case Study in Thai ACL 2024 Select High-quality Synthetic QA Pairs to Augment Training Data in MRC under the Reward Guidance of Generative Language Models COLING 2024 Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning ACL 2024 Self-Supervised Adversarial Training via Diverse Augmented Queries and Self-Supervised Double Perturbation NeurIPS 2024 Self-supervised Representation Learning from Random Data Projectors ICLR 2024 Semantic-Aware Data Augmentation for Text-to-Image Synthesis AAAI 2024 Semantic Generative Augmentations for Few-Shot Counting WACV 2024 Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification AAAI 2024