https://www.ite.or.jp/ken/paper/20191024lAIk/eng/
ken-system: Image enhancement-based data augmentation for improving deep learning in image...
system imagedata augmentationdeep learningkenenhancement
https://orion.tec.ac.cr/es/publications/itcs-participation-at-dimemex-data-augmentation-using-generative-/
ITC’s Participation at DIMEMEX: Data Augmentation using Generative AI for Better Detection of Hate...
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https://elmi.hbku.edu.qa/en/publications/data-augmentation-for-intrusion-detection-and-classification-in-c/
Data Augmentation for Intrusion Detection and Classification in Cloud Networks - Hamad Bin Khalifa...
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https://braindecode.org/stable/auto_examples/advanced_training/plot_data_augmentation_search.html
Searching the best data augmentation on BCIC IV 2a Dataset — Braindecode 1.5.1 documentation
This tutorial shows how to search data augmentations using braindecode. Indeed, it is known that the best augmentation to use often dependent on the task or...
the bestdata augmentationsearchingbcicdataset
https://researchportal.hkust.edu.hk/en/studentTheses/towards-mixed-image-data-augmentation-from-optimization-criteria-/
Towards mixed image data augmentation : from optimization criteria to accumulating regularization -...
data augmentationtowardsmixedimageoptimization
https://www.joanneum.at/en/publications/evaluation-of-data-augmentation-and-loss-functions-in-semantic-image-segmentation-for-drilling-tool-wear-detection/
Evaluation of data augmentation and loss functions in semantic image segmentation for drilling tool...
semantic image segmentationdata augmentationloss functionsevaluationdrilling
https://jnanoworld.com/2023/09/27/the-effectiveness-of-data-augmentation-in-compressive-strength-prediction-of-calcined-clay-cements-using-linear-regression-learning/
The Effectiveness of Data Augmentation in Compressive Strength Prediction of Calcined Clay Cements...
Yassine El Khessaimi, Youssef El Hafiane, Agnès Smith, Karim Tamine, Samir Adly and Moulay Barkatou Cement production is a major contributor to global CO2...
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https://scholar.xjtu.edu.cn/en/publications/a-deep-learning-intelligent-system-incorporating-data-augmentatio/
A Deep-Learning intelligent system incorporating data augmentation for Short-Term voltage stability...
deep learningintelligent systemdata augmentationfor shortincorporating
https://arxiv.org/abs/2408.14381
[2408.14381] Learning Tree-Structured Composition of Data Augmentation
Abstract page for arXiv paper 2408.14381: Learning Tree-Structured Composition of Data Augmentation
learning treedata augmentationstructuredcomposition
https://techvaluetrends.com/synthetic-data-augmentation-how-generative-models-act-as-master-craftsmen-of-new-possibilities/
Synthetic Data Augmentation: How Generative Models Act as Master Craftsmen of New Possibilities
Nov 27, 2025 - Artificial intelligence can often feel like a bustling artisan’s workshop. Instead of wood, clay, or metal, the raw material here is information.
synthetic datagenerative modelsmaster craftsmenof newaugmentation
https://preventhate.org/2024/10/18/a-target-aware-analysis-of-data-augmentation-for-hate-speech-detection-arxiv/
A Target-Aware Analysis of Data Augmentation for Hate Speech Detection (arXiv) – preventhate.org |...
Oct 18, 2024 - The authors explore the idea of enhancing current data with generative language models, lowering target imbalance, given the unparalleled skills of LLMs in...
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https://bluegen.ai/what-is-the-difference-between-data-augmentation-and-synthetic-data-generation/
What is the difference between data augmentation and synthetic data generation? - BlueGen AI
May 18, 2026 - Learn the key differences between data augmentation and synthetic data generation. Discover which approach suits your privacy needs, data availability, and ML...
what isthe differencedata augmentationsynthetic generationbluegen
https://deepai.org/publication/general-gan-generated-image-detection-by-data-augmentation-in-fingerprint-domain
General GAN-generated image detection by data augmentation in fingerprint domain | DeepAI
Dec 27, 2022 - 12/27/22 - In this work, we investigate improving the generalizability of GAN-generated image detectors by performing data augmentation in th...
generated imagedata augmentationgeneralgandetection
https://pytorch.apachecn.org/2.0/tutorials/beginner/audio_data_augmentation_tutorial/
Audio Data Augmentation - 【布客】PyTorch 中文翻译
ApacheCN - 可能是东半球最大的 AI 社区
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https://pure.cardiffmet.ac.uk/en/publications/evaluating-region-modification-based-data-augmentation-techniques/
Evaluating Region Modification based Data Augmentation Techniques for Low Level Vision Tasks -...
data augmentationlow levelevaluatingregionmodification
https://ourarchive.otago.ac.nz/esploro/outputs/journalArticle/Polya-gamma-data-augmentation-and-latent-variable/9926514953701891
Polya-gamma data augmentation and latent variable models for multivariate binomial data -...
Jan 1, 2022 - New Zealand police has long been suspected of systematic bias against the indigenous Maori. One resource available to investigate this possibility is the...
gamma datalatent variablepolyaaugmentationmodels
https://orion.tec.ac.cr/es/publications/guided-data-augmentation-by-transfer-function-using-uncertainty-s/
Guided Data Augmentation by Transfer Function using Uncertainty Scores for Medical Image...
data augmentationtransfer functionmedical imageguidedusing
https://papers.cool/arxiv/2010.08240
Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring...
There are two approaches for pairwise sentence scoring: Cross-encoders, which perform full-attention over the input pair, and Bi-encoders, which map each input...
data augmentationaugmentedmethodimprovingencoders
https://researchportal.ip-paris.fr/en/publications/improving-generative-data-augmentation-with-prior-knowledge-for-d/
Improving Generative Data Augmentation with Prior-Knowledge for Dysplasia Grading of Colorectal...
data augmentationprior knowledgeimprovinggenerativedysplasia
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https://www.thejournal.club/c/paper/163441/
Acoustic and Textual Data Augmentation for Improved ASR of Code-Switching Speech
textual datacode switchingacousticaugmentationimproved
https://runway.com/product/robotics/data-augmentation
Data Augmentation | Runway Robotics
Expand your training distribution without collecting more data. Transform existing trajectories into new environments, lighting conditions, and object...
data augmentationrunwayrobotics
https://sembai.cs.uni-kl.de/publication/sensor-data-augmentation-from-skeleton-pose-sequences/
Sensor data augmentation from skeleton pose sequences for improving human activity recognition |...
Sep 3, 2023 - The proliferation of deep learning has significantly advanced various fields, yet Human Activity Recognition (HAR) has not fully capitalized on these...
human activity recognitiondata augmentationsensorskeletonpose
https://campus.datacamp.com/id/courses/intermediate-deep-learning-with-pytorch/images-convolutional-neural-networks?ex=4
Data augmentation in PyTorch | PyTorch
Here is an example of Data augmentation in PyTorch: Let's include data augmentation in your Dataset and inspect some images visually to make sure the desired...
data augmentationpytorch
https://jiltedgeek.com/data-augmentation/
Data Augmentation – JiltedGeek.com
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https://blog.athina.ai/effectiveness-of-data-augmentation-for-parameter-efficient-tuning-with-limited-data
Effectiveness of Data Augmentation for Parameter Efficient Tuning with Limited Data
Tutorials, guides and deep dives into the best techniques and research for building reliable AI.
data augmentationeffectivenessparameterefficienttuning
https://research.chalmers.se/publication/540704
Improving sensitivity through data augmentation with synthetic lymph node metastases for AI-based...
Background: We developed a fully automated artificial intelligence (AI)AI-based-based method for detecting suspected lymph node metastases in prostate-specific...
lymph node metastasesdata augmentationimprovingsensitivitysynthetic
https://arxiv.org/abs/1905.08495
[1905.08495] Exploring Bias in GAN-based Data Augmentation for Small Samples
Abstract page for arXiv paper 1905.08495: Exploring Bias in GAN-based Data Augmentation for Small Samples
data augmentationexploringbiasganbased
https://re.public.polimi.it/handle/11311/1156781
Data augmentation of 3D brain environment using Deep Convolutional Refined Auto-Encoding Alpha GAN
data augmentationbrainenvironmentusingdeep
https://www.guijicankao.com/papers/data-augmentation-for-robotics-a-review
Data Augmentation for Robotics: A Review - 硅基参考论文图谱
Data Augmentation for Robotics: A Review是一篇系统综述机器人学习中数据增强技术的论文,涵盖图像增强、点云增强、轨迹增强、力觉数据增强等多种模态的数据增强方法。论文分析了数据增强在机器人操作、导航、感知等任务中的应用效果,对比了传统几何变换增强与基于学习的生成式增强(如GAN、
data augmentationroboticsreview
https://yenra.com/i/ai20/brain-computer-interfaces-bci/data-augmentation-and-synthesis-3.html
Data Augmentation and Synthesis 3
Data Augmentation and Synthesis: Two sets of neural data patterns float in a dark space--one real, one synthetic. A GAN-like machine stands between them,...
data augmentationsynthesis
https://promptloop.de/glossar/data-augmentation
Data Augmentation — PromptLoop Glossar
Data Augmentation erweitert Trainingsdaten durch systematische Transformationen – damit KI-Modelle robuster werden, ohne dass neue Rohdaten gesammelt werden...
data augmentationpromptloopglossar
https://www.kjar.spu.edu.iq/index.php/kjar/article/view/852/394
View of Data Augmentation For Sorani Kurdish News Headline Classification Using Back-Translation...
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https://learning.mcovision.com/courses/introduction-a-python-pour-la-computer-vision/lectures/47413344
Data Augmentation | MCovision-Learning
data augmentationlearning
https://sure.su.ac.th/xmlui/handle/123456789/24645?attempt=3&&attempt=2
Wound-Region Segmentation from Image by Using Deep Learning and Various Data Augmentation Methods
deep learningdata augmentationwoundregionsegmentation
https://www.growkudos.com/publications/10.1145%252F3592615/reader
Data Augmentation-based Novel Deep Learning Method for Deepfaked Images Detection – Kudos: Growing...
A free platform for explaining your research in plain language, and managing how you communicate around it – so you can understand how best to increase its...
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https://melanie-weber.com/publication/fourier-augmentation/
Data Augmentation: A Fourier Analysis Perspective | Melanie Weber
Jan 1, 2026 - Data augmentation enforces invariances by adding transformed copies of data according to a known symmetry group, but full augmentation over large groups is...
data augmentationfourier analysisperspectivemelanieweber
https://fxis.ai/edu/how-to-use-image-augmentor-for-data-augmentation/
How to Use Image Augmentor for Data Augmentation fxis.ai
Oct 7, 2020 - How to Use Image Augmentor for Data Augmentation
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https://aws.amazon.com/what-is/data-augmentation/?pg=comparison_bottom_contextual_links
What is Data Augmentation? - Data Augmentation Techniques Explained - AWS
What is Data Augmentation how and why businesses use Data Augmentation, and how to use Data Augmentation with AWS.
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https://sol.sbc.org.br/index.php/sbie/article/view/38452
GPT-3.5 for Data Augmentation in Automatic Essay Scoring: A Preliminary Analysis | Anais do...
for datagptaugmentationautomaticessay
https://sciinstitute.github.io/ShapeWorks/6.3/deep-learning/data-augmentation.html
Data Augmentation for Deep Learning - ShapeWorks
The official documentation of ShapeWorks
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https://www.michaelkoelle.de/publications/VoronoiPatches-Evaluating-a-New-Data-Augmentation-Method
VoronoiPatches: Evaluating a New Data Augmentation Method | Michael Kölle
Jan 1, 2023 - Overfitting is a problem in Convolutional Neural Networks (CNN) that causes poor generalization of models on unseen data. To remediate this problem, many new...
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https://www.thejournal.club/c/paper/163379/
Region of Interest Detection in Dermoscopic Images for Natural Data-augmentation
region of interestdata augmentationdetectiondermoscopicimages
https://research.mpu.edu.mo/zh/publications/virtual-data-augmentation-method-for-reaction-prediction/
Virtual data augmentation method for reaction prediction - 澳門理工大學
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https://thesai.org/Publications/ViewPaper?Volume=15&Issue=7&Code=IJACSA&SerialNo=4
Enhancing Audio Classification Through MFCC Feature Extraction and Data Augmentation with CNN and...
Sound classification is a multifaceted task that necessitates the gathering and processing of vast quantities of data, as well as the construction of machine...
feature extractiondata augmentationenhancingaudioclassification
https://impact.ornl.gov/en/publications/enhancing-text-classification-models-with-generative-ai-aided-dat/
Enhancing Text Classification Models with Generative AI-aided Data Augmentation - Oak Ridge...
text classificationgenerative aidata augmentationoak ridgeenhancing
https://aesnet.org/abstractslisting/a-data-augmentation-procedure-to-improve-detection-of-spike-ripples-in-brain-voltage-recordings
a data augmentation procedure to improve detection of spike ripples in brain voltage recordings
data augmentationin brainprocedureimprovedetection
https://milvus.io/ai-quick-reference/what-is-the-role-of-data-augmentation-in-ssl
What is the role of data augmentation in SSL?
Data augmentation plays a critical role in semi-supervised learning (SSL) by enabling models to learn effectively from l
what isthe roledata augmentationssl
https://arxiv.org/abs/2004.10157
[2004.10157] Logic-Guided Data Augmentation and Regularization for Consistent Question Answering
Abstract page for arXiv paper 2004.10157: Logic-Guided Data Augmentation and Regularization for Consistent Question Answering
data augmentationquestion answeringlogicguidedregularization