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

A Comprehensive Investigation on Speaker Augmentation for Speaker Recognition INTERSPEECH 2024

Balance, Multiple Augmentation, and Re-synthesis: A Triad Training Strategy for Enhanced Audio Deepfake Detection INTERSPEECH 2024

Fourier-basis Functions to Bridge Augmentation Gap: Rethinking Frequency Augmentation in Image Classification CVPR 2024

Unbiased Faster R-CNN for Single-source Domain Generalized Object Detection CVPR 2024

DetDiffusion: Synergizing Generative and Perceptive Models for Enhanced Data Generation and Perception CVPR 2024

PairAug: What Can Augmented Image-Text Pairs Do for Radiology? CVPR 2024

PertEval: Unveiling Real Knowledge Capacity of LLMs with Knowledge-Invariant Perturbations NIPS 2024

CutFreq: Cut-and-Swap Frequency Components for Low-Level Vision Augmentation AAAI 2024

Is a Large Language Model a Good Annotator for Event Extraction? AAAI 2024

Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition ACL 2024

Delving into the Trajectory Long-tail Distribution for Muti-object Tracking CVPR 2024

Dataset-Distillation Generative Model for Speech Emotion Recognition INTERSPEECH 2024

Robust Laughter Segmentation with Automatic Diverse Data Synthesis INTERSPEECH 2024

Relevance-aware Diverse Query Generation for Out-of-domain Text Ranking ACL 2024

Neural Compression Augmentation for Contrastive Audio Representation Learning INTERSPEECH 2024

Simple Contrastive Multi-View Clustering with Data-Level Fusion IJCAI 2024

ManWav: The First Manchu ASR Model ACL 2024

HU at SemEval-2024 Task 8A: Can Contrastive Learning Learn Embeddings to Detect Machine-Generated Text? SEMEVAL 2024

AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual Relatedness SEMEVAL 2024

BDA at SemEval-2024 Task 4: Detection of Persuasion in Memes Across Languages with Ensemble Learning and External Knowledge SEMEVAL 2024

Byun at SemEval-2024 Task 6: Text Classification on Hallucinating Text with Simple Data Augmentation SEMEVAL 2024

CTYUN-AI at SemEval-2024 Task 7: Boosting Numerical Understanding with Limited Data Through Effective Data Alignment SEMEVAL 2024

NYCU-NLP at SemEval-2024 Task 2: Aggregating Large Language Models in Biomedical Natural Language Inference for Clinical Trials SEMEVAL 2024

Cross-Domain Feature Augmentation for Domain Generalization IJCAI 2024

Singing Voice Data Scaling-up: An Introduction to ACE-Opencpop and ACE-KiSing INTERSPEECH 2024