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data augmentation

3037 papers

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Also known as

DA-MCMC DADA DA TTA ADA EDA

Co-occurring keywords

text classification (6776) large language model (12755) transfer learning (5442) semi-supervised learning (2331) few-shot learning (3390) domain adaptation (4578) machine translation (2472) image classification (1943) language model (4573) low-resource language (2234)

Papers

Diverse Person: Customize Your Own Dataset for Text-Based Person Search AAAI 2024
Semi-supervised Class-Agnostic Motion Prediction with Pseudo Label Regeneration and BEVMix AAAI 2024
Supervision Interpolation via LossMix: Generalizing Mixup for Object Detection and Beyond AAAI 2024
Semi-supervised 3D Object Detection with PatchTeacher and PillarMix AAAI 2024
Compositional Generalization for Multi-Label Text Classification: A Data-Augmentation Approach AAAI 2024
PointPatchMix: Point Cloud Mixing with Patch Scoring AAAI 2024
Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling ACL 2024
UM IWSLT 2024 Low-Resource Speech Translation: Combining Maltese and North Levantine Arabic ACL 2024
Semantic-Aware Data Augmentation for Text-to-Image Synthesis AAAI 2024
CutFreq: Cut-and-Swap Frequency Components for Low-Level Vision Augmentation AAAI 2024
Improving aggressiveness detection using a data augmentation technique based on a Diffusion Language Model NAACL 2024
PoseGen: Learning to Generate 3D Human Pose Dataset with NeRF AAAI 2024
Data-Augmentation-Based Dialectal Adaptation for LLMs NAACL 2024
Can LLMs Handle Low-Resource Dialects? A Case Study on Translation and Common Sense Reasoning in Šariš NAACL 2024
MaiNLP at SemEval-2024 Task 1: Analyzing Source Language Selection in Cross-Lingual Textual Relatedness NAACL 2024
Low-resource neural machine translation with morphological modeling NAACL 2024
Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation NIPS 2024
Depression Detection in Clinical Interviews with LLM-Empowered Structural Element Graph NAACL 2024
Posterior Uncertainty Quantification in Neural Networks using Data Augmentation AISTATS 2024
Low-Complexity Acoustic Scene Classification Using Parallel Attention-Convolution Network INTERSPEECH 2024
Balance, Multiple Augmentation, and Re-synthesis: A Triad Training Strategy for Enhanced Audio Deepfake Detection INTERSPEECH 2024
ReadLet: A Dataset for Oral, Visual and Tactile Text Reading Data of Early and Mature Readers COLING 2024
Relation Classification via Bidirectional Prompt Learning with Data Augmentation by Large Language Model COLING 2024
Weakly Supervised Semantic Segmentation for Driving Scenes AAAI 2024
How to use Language Models for Synthetic Text Generation in Cerebrovascular Disease-specific Medical Reports EACL 2024