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Data Augmentation

3622 directly classified papers

Papers per year

Papers

CamoFA: A Learnable Fourier-Based Augmentation for Camouflage Segmentation WACV 2025
Cap2Aug: Caption Guided Image Data Augmentation WACV 2025
RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning AAAI 2025
SOLA-GCL: Subgraph-Oriented Learnable Augmentation Method for Graph Contrastive Learning AAAI 2025
Effective Scene Graph Generation by Statistical Relation Distillation WACV 2025
PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object Detection AAAI 2025
TdAttenMix: Top-Down Attention Guided Mixup AAAI 2025
GAUDA: Generative Adaptive Uncertainty-Guided Diffusion-Based Augmentation for Surgical Segmentation WACV 2025
SynDroneVision: A Synthetic Dataset for Image-Based Drone Detection WACV 2025
ScaleMatch: Multi-scale Consistency Enhancement for Semi-supervised Semantic Segmentation AAAI 2025
Multi-Label Few-Shot Image Classification via Pairwise Feature Augmentation and Flexible Prompt Learning AAAI 2025
HOGSA: Bimanual Hand-Object Interaction Understanding with 3D Gaussian Splatting Based Data Augmentation AAAI 2025
A Training-free Synthetic Data Selection Method for Semantic Segmentation AAAI 2025
EventZoom: A Progressive Approach to Event-Based Data Augmentation for Enhanced Neuromorphic Vision AAAI 2025
IRIS-VIS: A New Dataset for Visibility Estimation in an Industrial Environment WACV 2025
XPose: Towards Extreme Low Light Hand Pose Estimation WACV 2025
LLM-based Adversarial Dataset Augmentation for Automatic Media Bias Detection NAACL 2025
To Predict or Not to Predict? Proportionally Masked Autoencoders for Tabular Data Imputation AAAI 2025
Bi-Directional Multi-Scale Graph Dataset Condensation via Information Bottleneck AAAI 2025
SAP: Corrective Machine Unlearning with Scaled Activation Projection for Label Noise Robustness AAAI 2025
Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG NAACL 2025
Target Scanpath-Guided 360-Degree Image Enhancement AAAI 2025
GTA-HDR: A Large-Scale Synthetic Dataset for HDR Image Reconstruction WACV 2025
Data Augmentation for Surgical Scene Segmentation with Anatomy-Aware Diffusion Models WACV 2025
Augmenting Sign Language Translation Datasets with Large Language Models IJCNLP 2025