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Data Augmentation

3622 directly classified papers

Papers per year

Papers

Fossils at SemEval-2025 Task 9: Tasting Loss Functions for Food Hazard Detection in Text Reports ACL 2025
Generative Image Layer Decomposition with Visual Effects CVPR 2025
TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model CVPR 2025
InstanceCap: Improving Text-to-Video Generation via Instance-aware Structured Caption CVPR 2025
BOOTPLACE: Bootstrapped Object Placement with Detection Transformers CVPR 2025
Filter Images First, Generate Instructions Later: Pre-Instruction Data Selection for Visual Instruction Tuning CVPR 2025
VISTA: Enhancing Long-Duration and High-Resolution Video Understanding by Video Spatiotemporal Augmentation CVPR 2025
ToW: Thoughts of Words Improve Reasoning in Large Language Models NAACL 2025
CamoFA: A Learnable Fourier-Based Augmentation for Camouflage Segmentation WACV 2025
Dataset Augmentation by Mixing Visual Concepts WACV 2025
Semiotic-Based Construction of a Large Emotional Image Dataset with Neutral Samples WACV 2025
SynDroneVision: A Synthetic Dataset for Image-Based Drone Detection WACV 2025
HSDA: High-Frequency Shuffle Data Augmentation for Bird's-Eye-View Map Segmentation WACV 2025
Task Configuration Impacts Annotation Quality and Model Training Performance in Crowdsourced Image Segmentation WACV 2025
Enhancing Dialectal Arabic Intent Detection through Cross-Dialect Multilingual Input Augmentation COLING 2025
Effective Scene Graph Generation by Statistical Relation Distillation WACV 2025
Investigating the Effect of Backtranslation for Indic Languages COLING 2025
Building a Family of Data Augmentation Models for Low-cost LLM Fine-tuning on the Cloud COLING 2025
Boosting Sentiment Analysis in Persian through a GAN-Based Synthetic Data Augmentation Method COLING 2025
Data Augmentation for Image Classification using Generative AI WACV 2025
Towards Efficient and Robust VQA-NLE Data Generation with Large Vision-Language Models COLING 2025
MuPe Life Stories Dataset: Spontaneous Speech in Brazilian Portuguese with a Case Study Evaluation on ASR Bias against Speakers Groups and Topic Modeling COLING 2025
Debiasing by obfuscating with 007-classifiers promotes fairness in multi-community settings COLING 2025
Enhancing Arabic NLP Tasks through Character-Level Models and Data Augmentation COLING 2025
Improving Automatic Grammatical Error Annotation for Chinese Through Linguistically-Informed Error Typology COLING 2025