https://experts.illinois.edu/en/publications/armada-attribute-based-multimodal-data-augmentation/
ARMADA: Attribute-Based Multimodal Data Augmentation - Illinois Experts
multimodal dataarmadaattributebasedaugmentation
https://nl.mathworks.com/help/deeplearning/ref/imagedataaugmenter.html
imageDataAugmenter - Configure image data augmentation - MATLAB
An image data augmenter configures a set of preprocessing options for image augmentation, such as resizing, rotation, and reflection.
image dataconfigureaugmentationmatlab
https://par.nsf.gov/biblio/10276262
MaxUp: Lightweight Adversarial Training with Data Augmentation Improves Neural Network Training |...
This page contains metadata information for the record with PAR ID 10276262
adversarial trainingdata augmentationlightweightimprovesneural
https://repository.gatech.edu/entities/publication/97427add-497e-4fa1-8b92-972d400bc1f7
Effects of Input-Dependent Data Augmentation on Model Generalization
Data augmentation is a technique used by many machine learning models to reduce overfitting on the training data. Common augmentations include gaussian noise...
data augmentationeffectsinputdependentmodel
https://scholars.cityu.edu.hk/en/publications/data-augmentation-on-graphs-a-technical-survey/
Data Augmentation on Graphs: A Technical Survey - CityUHK Scholars
data augmentationtechnical surveygraphsscholars
https://sheffield.ac.uk/cs/about/events/advancing-deep-medical-image-segmentation-adversarial-data-augmentation
Advancing deep medical image segmentation with adversarial data augmentation | Computer Science |...
medical imagedata augmentationadvancingdeepsegmentation
https://kth.diva-portal.org/smash/record.jsf?faces-redirect=true&language=no&searchType=SIMPLE&query=&af=%5B%5D&aq=%5B%5B%5D%5D&aq2=%5B%5B%5D%5D&aqe=%5B%5D&pid=diva2%3A1914825&noOfRows=50&sortOrder=author_sort_asc&sortOrder2=title_sort_asc&onlyFullText=false&sf=all
Enhancing Dynamic Ankle Joint Torque Estimation Through Combined Data Augmentation Techniques
ankle jointcombined dataenhancingdynamictorque
https://research.ibm.com/publications/adversarial-data-augmentation-improves-unsupervised-machine-learning
Adversarial Data Augmentation Improves Unsupervised Machine Learning for ICLR 2021 - IBM Research
Adversarial Data Augmentation Improves Unsupervised Machine Learning for ICLR 2021 by Chia-Yi Hsu et al.
unsupervised machine learningdata augmentation
https://github.com/zzdyyy/Patho-GAN
GitHub - zzdyyy/Patho-GAN: Patho-GAN: interpretation + medical data augmentation. Code for paper...
Patho-GAN: interpretation + medical data augmentation. Code for paper work "Explainable Diabetic Retinopathy Detection and Retinal Image Generation" -...
medical datagithubganinterpretation
https://www.mongodb.com/resources/basics/data-augmentation
Data Augmentation Basics and Best Practices | MongoDB
Data augmentation increases the size of a training dataset by manipulating audio, text, images, video and more to create new and diverse data points.
data augmentationbest practicesbasicsmongodb
https://simons.berkeley.edu/talks/data-augmentation-stochastic-optimization
Data Augmentation as Stochastic Optimization
Recent advancements in data augmentation have led to state-of-the-art performance on diverse machine learning tasks. However, it remains unclear how to choose,...
data augmentationstochasticoptimization
https://de.mathworks.com/matlabcentral/answers/537427-data-augmentation-for-yolov2-isn-t-work?s_tid=prof_contriblnk
Data augmentation for YOLOv2 isn't work - MATLAB Answers - MATLAB Central
Data augmentation for YOLOv2 isn't work. Learn more about yolov2, data augmentation
data augmentationworkmatlabanswerscentral
https://impact.ornl.gov/en/publications/deep-reinforcement-learning-with-online-data-augmentation-to-impr/
Deep reinforcement learning with online data augmentation to improve sample efficiency for...
deep reinforcement learningonline data
https://www.mdpi.com/1424-8220/23/9/4187
Automatic Modulation Classification Using Hybrid Data Augmentation and Lightweight Neural Network
Automatic modulation classification (AMC) plays an important role in intelligent wireless communications. With the rapid development of deep learning in recent...
hybrid dataautomaticmodulationclassificationusing
https://publica.fraunhofer.de/entities/publication/37bc3729-b3f6-4e44-aca2-acb8c6c69037
Vae-Based Feature Disentanglement for Data Augmentation and Compression in Generalized Gnss...
Distributed learning and Edge AI necessitate efficient data processing, low-latency communication, decentralized model training, and stringent data privacy to...
for data
https://kth.diva-portal.org/smash/record.jsf?pid=diva2%3A1914825
Enhancing Dynamic Ankle Joint Torque Estimation Through Combined Data Augmentation Techniques
ankle jointcombined dataenhancingdynamictorque
https://research.monash.edu/en/publications/gandalf-graph-based-transformer-and-data-augmentation-active-lear/
GANDALF: Graph-based transformer and Data Augmentation Active Learning Framework with interpretable...
data augmentation
https://is.mpg.de/publications/luetal20
Sample-Efficient Reinforcement Learning via Counterfactual-Based Data Augmentation | MPI-IS
Our goal is to understand the principles of Perception, Action and Learning in autonomous systems that successfully interact with complex environments and to...
reinforcement learningdata augmentationsampleefficientvia
https://docs.oracle.com/en/cloud/saas/analytics/26r1/dasrg/overview-data-scripting.html
Overview of Data Augmentation Scripts
From the Oracle Fusion Data Intelligence Administrator Console, you can build organization-specific or industry-specific data pipelines programmatically with...
overview of dataaugmentationscripts
https://arxiv.org/abs/2410.03565
[2410.03565] Exploration Implies Data Augmentation: Reachability and Generalisation in Contextual...
Abstract page for arXiv paper 2410.03565: Exploration Implies Data Augmentation: Reachability and Generalisation in Contextual MDPs
data augmentationexploration
https://jihyuncindyhur.github.io/tag/data-augmentation/
Data Augmentation | Jihyun
Third-Year PhD Student
data augmentation
https://github.com/zhiqiangdon/online-augment
GitHub - zhiqiangdon/online-augment: Code for "OnlineAugment: Online Data Augmentation with Less...
Code for "OnlineAugment: Online Data Augmentation with Less Domain Knowledge" (ECCV 2020) - zhiqiangdon/online-augment
augment codedata augmentationgithubonline
https://groups.google.com/g/caffe-users/c/PizyThSzh5U
How does real time data augmentation work in convolutional neural network
real time datahow does
https://community.oracle.com/products/oracleanalytics/discussion/19950/data-augmentation-error-while-importing-bi-publisher-report-data-into-faw
Data Augmentation error while importing BI publisher report data into FAW - Oracle
Hi Team, I have used "Load Data from Oracle BI Publisher into Fusion Analytics Warehouse" feature to bring the data from Oracle cloud. Connection is successful...
data augmentationbi publishererrorimporting
https://research.google/pubs/fieldswap-data-augmentation-for-effective-form-like-document-extraction/
FieldSwap: Data Augmentation for Effective Form-Like Document Extraction
data augmentationeffectiveformlikedocument
https://arxiv.org/abs/2206.05840v1
[2206.05840v1] GAN based Data Augmentation to Resolve Class Imbalance
Abstract page for arXiv paper 2206.05840v1: GAN based Data Augmentation to Resolve Class Imbalance
data augmentationganbasedresolveclass
https://ieeetv.ieee.org/ondemand/ieee-isbi-2020-virtual-conference-april-2020/2715/spectral-data-augmentation-techniques-to-quantify-lung-pathology-from-ctimages
Spectral Data Augmentation Techniques to Quantify Lung Pathology from CT-Images | IEEETV
Data augmentation is of paramount importance in biomedical image processing tasks, characterized by inadequate amounts of labelled data, to best use all of the...
data augmentation
https://research.ibm.com/publications/adaptive-data-augmentation-for-image-classification
Adaptive data augmentation for image classification for ICIP 2016 - IBM Research
Adaptive data augmentation for image classification for ICIP 2016 by Alhussein Fawzi et al.
data augmentationimage classificationadaptiveicipibm
https://kth.diva-portal.org/smash/record.jsf?faces-redirect=true&language=sv&searchType=SIMPLE&query=&af=%5B%5D&aq=%5B%5B%5D%5D&aq2=%5B%5B%5D%5D&aqe=%5B%5D&pid=diva2%3A1914825&noOfRows=50&sortOrder=author_sort_asc&sortOrder2=title_sort_asc&onlyFullText=false&sf=all
Enhancing Dynamic Ankle Joint Torque Estimation Through Combined Data Augmentation Techniques
ankle jointcombined dataenhancingdynamictorque
https://rescience.github.io/bibliography/Omeragic_2023.html
[Re] G-Mixup: Graph Data Augmentation for Graph Classification
graph datamixupaugmentationclassification
https://mscvprojects.ri.cmu.edu/2019teame/
Automatic Data Augmentation - Carnegie Mellon University & High-Tech Robotics Systemz
carnegie mellon universitydata augmentationhigh techautomaticrobotics
https://kth.diva-portal.org/smash/record.jsf?faces-redirect=true&language=en&searchType=SIMPLE&query=&af=%5B%5D&aq=%5B%5B%5D%5D&aq2=%5B%5B%5D%5D&aqe=%5B%5D&pid=diva2%3A1914825&noOfRows=50&sortOrder=author_sort_asc&sortOrder2=title_sort_asc&onlyFullText=false&sf=all
Enhancing Dynamic Ankle Joint Torque Estimation Through Combined Data Augmentation Techniques
ankle jointcombined dataenhancingdynamictorque
https://community.oracle.com/products/oracleanalytics/discussion/21801/flexibility-in-filtering-inbound-records-for-data-augmentation-tables
Flexibility in filtering inbound records for data augmentation tables - Oracle
Over the period, the Data Aug tables grow into millions (100s of millions) as we are not able to control/filter the inbound records. Thus, the custom ETL that...
for dataflexibilityfilteringinboundrecords
https://sciinstitute.github.io/ShapeWorks/notebooks/getting-started-with-data-augmentation.html
Getting Started with Data Augmentation - ShapeWorks
The official documentation of ShapeWorks
getting started withdata augmentation
https://www.kaggle.com/code/ryanholbrook/data-augmentation
Data Augmentation | Kaggle
Explore and run AI code with Kaggle Notebooks | Using data from multiple data sources
data augmentationkaggle
https://arxiv.org/abs/2601.11234v1
[2601.11234v1] How DDAIR you? Disambiguated Data Augmentation for Intent Recognition
Abstract page for arXiv paper 2601.11234v1: How DDAIR you? Disambiguated Data Augmentation for Intent Recognition
data augmentation
https://dreasysnail.github.io/publication/2021-01-03-Data-Augmentation-for-Abstractive-Query-Focused-Multi-Document-Summarization
Data Augmentation for Abstractive Query-Focused Multi-Document Summarization. - Yizhe Zhang
data augmentationdocument summarizationquery
https://arxiv.org/abs/2305.14288v2
[2305.14288v2] LLM-powered Data Augmentation for Enhanced Cross-lingual Performance
Abstract page for arXiv paper 2305.14288v2: LLM-powered Data Augmentation for Enhanced Cross-lingual Performance
data augmentationllmpowered
https://www.ideals.illinois.edu/items/136565
Data augmentation and data efficiency for low-resource language processing | IDEALS
data augmentationlanguage processingefficiencylowresource
https://www.sign-lang.uni-hamburg.de/lrec/pub/2022.lrec-1.734.html
Automatic Gloss-level Data Augmentation for Sign Language Translation | sign-lang@LREC
Securing sufficient data to enable automatic sign language translation modeling is challenging. The data insufficiency issue exists in both video and text...
sign language translationdata augmentationautomaticglosslevel
https://arxiv.org/abs/2203.16662
[2203.16662] Overcoming challenges in leveraging GANs for few-shot data augmentation
Abstract page for arXiv paper 2203.16662: Overcoming challenges in leveraging GANs for few-shot data augmentation
overcoming challenges