Cover Image

KeepOriginalAugment: Single Image-based Better Information-Preserving Data Augmentation Approach

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kumar, Teerath, Mileo, Alessandra, Bendechache, Malika
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Saliency-Based diversity and fairness Metric and FaceKeepOriginalAugment: A Novel Approach for Enhancing Fairness and Diversity
by: Kumar, Teerath, et al.
Published: (2024)

FaceSaliencyAug: Mitigating Geographic, Gender and Stereotypical Biases via Saliency-Based Data Augmentation
by: Kumar, Teerath, et al.
Published: (2024)

OxML Challenge 2023: Carcinoma classification using data augmentation
by: Raj, Kislay, et al.
Published: (2024)

SGD-Mix: Enhancing Domain-Specific Image Classification with Label-Preserving Data Augmentation
by: Dong, Yixuan, et al.
Published: (2025)

ABRA: Agent Benchmark for Radiology Applications
by: Maksudov, Bulat, et al.
Published: (2026)

Decoupled Data Augmentation for Improving Image Classification
by: Chen, Ruoxin, et al.
Published: (2024)

Towards generating more interpretable counterfactuals via concept vectors: a preliminary study on chest X-rays
by: Maksudov, Bulat, et al.
Published: (2025)

A Text-Image Fusion Method with Data Augmentation Capabilities for Referring Medical Image Segmentation
by: Chai, Shurong, et al.
Published: (2025)

Augmented Structure Preserving Neural Networks for cell biomechanics
by: Olalla-Pombo, Juan, et al.
Published: (2025)

Colorful Cutout: Enhancing Image Data Augmentation with Curriculum Learning
by: Choi, Juhwan, et al.
Published: (2024)

A Deep Learning Approach for Augmenting Perceptional Understanding of Histopathology Images
by: Hu, Xiaoqian
Published: (2025)

PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object Detection
by: Xu, Xiaoran, et al.
Published: (2024)

Privacy-Preserving Debiasing using Data Augmentation and Machine Unlearning
by: Pan, Zhixin, et al.
Published: (2024)

GACO-CAD: Geometry-Augmented and Conciseness-Optimized CAD Model Generation from Single Image
by: Wang, Yinghui, et al.
Published: (2025)

Effective Data Augmentation With Diffusion Models
by: Trabucco, Brandon, et al.
Published: (2023)

MoireMix: A Formula-Based Data Augmentation for Improving Image Classification Robustness
by: Matsuo, Yuto, et al.
Published: (2026)

Ali-AUG: Innovative Approaches to Labeled Data Augmentation using One-Step Diffusion Model
by: Hamza, Ali, et al.
Published: (2024)

VACoT: Rethinking Visual Data Augmentation with VLMs
by: Xu, Zhengzhuo, et al.
Published: (2025)

SGCCNet: Single-Stage 3D Object Detector With Saliency-Guided Data Augmentation and Confidence Correction Mechanism
by: Liang, Ao, et al.
Published: (2024)

Melon Fruit Detection and Quality Assessment Using Generative AI-Based Image Data Augmentation
by: Yoon, Seungri, et al.
Published: (2024)

Keep What Audio Cannot Say: Context-Preserving Token Pruning for Omni-LLMs
by: Jung, Chaeyoung, et al.
Published: (2026)

Explainable, Multi-modal Wound Infection Classification from Images Augmented with Generated Captions
by: Busaranuvong, Palawat, et al.
Published: (2025)

EventAug: Multifaceted Spatio-Temporal Data Augmentation Methods for Event-based Learning
by: Tian, Yukun, et al.
Published: (2024)

Improving Deep Learning-based Automatic Cranial Defect Reconstruction by Heavy Data Augmentation: From Image Registration to Latent Diffusion Models
by: Wodzinski, Marek, et al.
Published: (2024)

Genetic Learning for Designing Sim-to-Real Data Augmentations
by: Vanherle, Bram, et al.
Published: (2024)

Synthetic Simplicity: Unveiling Bias in Medical Data Augmentation
by: Babu, Krishan Agyakari Raja, et al.
Published: (2024)

The Effects of Mixed Sample Data Augmentation are Class Dependent
by: Lee, Haeil, et al.
Published: (2023)

Effect of Data Augmentation on Conformal Prediction for Diabetic Retinopathy
by: Ahamed, Rizwan, et al.
Published: (2025)

Test-Time Mixup Augmentation for Data and Class-Specific Uncertainty Estimation in Deep Learning Image Classification
by: Lee, Hansang, et al.
Published: (2022)

Single-Teacher View Augmentation: Boosting Knowledge Distillation via Angular Diversity
by: Yu, Seonghoon, et al.
Published: (2025)

CIA: Controllable Image Augmentation Framework Based on Stable Diffusion
by: Benkedadra, Mohamed, et al.
Published: (2024)

KALE: An Artwork Image Captioning System Augmented with Heterogeneous Graph
by: Jiang, Yanbei, et al.
Published: (2024)

IA-T2I: Internet-Augmented Text-to-Image Generation
by: Li, Chuanhao, et al.
Published: (2025)

Synthetic Data Augmentation for Table Detection: Re-evaluating TableNet's Performance with Automatically Generated Document Images
by: Sahukara, Krishna, et al.
Published: (2025)

AA-SGAN: Adversarially Augmented Social GAN with Synthetic Data
by: Zaffaroni, Mirko, et al.
Published: (2024)

Semantic Data Augmentation for Long-tailed Facial Expression Recognition
by: Li, Zijian, et al.
Published: (2024)

A Comprehensive Survey of Data Augmentation in Visual Reinforcement Learning
by: Ma, Guozheng, et al.
Published: (2022)

Img2Loc: Revisiting Image Geolocalization using Multi-modality Foundation Models and Image-based Retrieval-Augmented Generation
by: Zhou, Zhongliang, et al.
Published: (2024)

Topology-Preserving Polygon Augmentation for Segmentation in Structured Visual Domains
by: Laudari, Sudip, et al.
Published: (2026)

Data Augmentation and Transfer Learning Approaches Applied to Facial Expressions Recognition
by: Randellini, Enrico, et al.
Published: (2024)