Robuta

https://www.copilotly.com/zh/ai-glossary/data-augmentation Data Augmentation | AI Technology Definition | Copilotly Glossary Learn about data augmentation techniques in AI, methods for artificially expanding training datasets to improve model performance and gen... | Learn the... data augmentationai technologydefinitionglossary https://pure.cardiffmet.ac.uk/en/publications/enhancing-audio-classification-through-mfcc-feature-extraction-an/ Enhancing Audio Classification Through MFCC Feature Extraction and Data Augmentation with CNN and... feature extractiondata augmentationenhancingaudioclassification https://repositori.upf.edu/items/fc2e31b3-65d2-4227-95aa-b889ad1d0afb/full e-Repositori UPF :: Data augmentation for low-resource Quechua ASR improvement Automatic Speech Recognition (ASR) is a key element in new services that helps users to interact with an automated system. Deep learning methods have made it... data augmentationrepositoriupflowresource https://internationalhatestudies.com/publications/impact-of-data-augmentation-on-hate-speech-detection-in-roman-urdu/ Impact of Data Augmentation on Hate Speech Detection in Roman Urdu - The International Network for... impact of datahate speechroman urduthe internationalaugmentation https://openreview.net/forum?id=VZzx0MPA85&referrer=%5Bthe%20profile%20of%20Liang%20Zhu%5D(%2Fprofile%3Fid%3D~Liang_Zhu5) PersonaMath: Enhancing Math Reasoning through Persona-Driven Data Augmentation | OpenReview While closed-source Large Language Models (LLMs) demonstrate strong mathematical problem-solving abilities, open-source models continue to struggle with such... math reasoningdata augmentationenhancingpersonadriven https://groovesquid.com/paper/summary-of-advances-in-diffusion-models-for-image-data-augmentation-a-review-of-methods-models-evaluation-metrics-and-future-research-directions-by-panagiotis-alimisis-et-al/ Summary of Advances in Diffusion Models For Image Data Augmentation: a Review Of Methods, Models,... Jul 13, 2025 - Advances in Diffusion Models for Image Data Augmentation: A Review of Methods, Models, Evaluation Metrics and Future Research Directions by Panagiotis Alimisis, diffusion modelsfor imagedata augmentationsummaryadvances https://eprints.cs.univie.ac.at/8549/ RecombiText: Compositional Data Augmentation for Enhancing LLM Pre-Training Datasets in... data augmentationpre trainingenhancingllmdatasets https://researchportal.ip-paris.fr/fr/publications/data-augmentation-with-variational-autoencoders-and-manifold-samp/ Data Augmentation with Variational Autoencoders and Manifold Sampling - Institut Polytechnique de... data augmentationautoencodersmanifoldsamplinginstitut https://arxiv.org/abs/2012.05958v1 [2012.05958v1] Multilingual Transfer Learning for QA Using Translation as Data Augmentation Abstract page for arXiv paper 2012.05958v1: Multilingual Transfer Learning for QA Using Translation as Data Augmentation transfer learningfor qadata augmentationmultilingualusing https://ejournal.uin-suska.ac.id/index.php/IJAIDM/article/view/10740 Improving Stock Price Prediction with GAN-Based Data Augmentation | Abraham | Indonesian Journal of... Improving Stock Price Prediction with GAN-Based Data Augmentation stock price predictiondata augmentationimprovingganbased https://www.amazon.science/low-resource-expressive-text-to-speech-using-data-augmentation Low-resource expressive text-to-speech using data augmentation - Amazon Science text to speechusing dataamazon sciencelowresource https://www.manning.com/liveproject/data-augmentation-for-ml Data Augmentation for ML - Ruihao Qiu Enhance your data analysis skills and learn essentials about probability distributions, random sampling, and OOP as you create tools for augmenting processed... data augmentationmlqiu https://www.mdpi.com/2072-4292/16/23/4427 Single-Scene SAR Image Data Augmentation Based on SBR and GAN for Target Recognition High-performance neural networks for synthetic aperture radar (SAR) automatic target recognition (ATR) often encounter the challenge of data scarcity. The lack... image databased onsinglescenesar 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://lrec.elra.info/lrec2026-main-442 Investigating the Role of Synthetic Data Augmentation and Training Strategies on Improving... May 1, 2026 - Low-resource automatic speech recognition (ASR) is challenging due to a scarcity of annotated data. While synthetic data from text-to-speech (TTS) systems can a role ofsynthetic datainvestigatingaugmentationtraining https://pure.nwpu.edu.cn/en/publications/transfer-learning-and-on-fly-data-augmentation-for-scene-understa/ Transfer Learning and On-Fly Data Augmentation for Scene UnderstandingUsing InceptionResNet -... transfer learningand ondata augmentationflyscene https://community.clay.com/x/welcome/77dir7mnwfyn/seeking-guidance-on-gtm-tech-stack-and-data-augmen Seeking Guidance on GTM Tech Stack and Data Augmentation in Clay | Clay Hi All! My name is Charlie Moss. I have a B2B GTM Optimization consultancy. We do the GTM revenue architecture strategy, implementation, enablement, and... tech stackdata augmentationseekingguidancegtm https://deepai.org/publication/data-augmentation-for-brain-computer-interfaces-analysis-on-event-related-potentials-data Data Augmentation for Brain-Computer Interfaces: Analysis on Event-Related Potentials Data | DeepAI Jan 9, 2018 - 01/09/18 - On image data, data augmentation is becoming less relevant due to the large amount of available training data and regularization t... brain computer interfacesdata augmentationanalysiseventrelated https://utpedia.utp.edu.my/id/eprint/24858/ Enhanced Symbol Recognition Based on Data Augmentation in Engineering Drawings - UTP Electronic and... based ondata augmentationengineering drawingsenhancedsymbol https://experts.umn.edu/en/projects/bayesian-methods-and-software-for-data-augmentation-in-p/fingerprints/ Bayesian Methods and Software for Data Augmentation in P - Fingerprint - Experts@Minnesota bayesian methodsdata augmentationsoftwarepminnesota https://acikerisim.msgsu.edu.tr/xmlui/handle/20.500.14124/7836?show=full Predicting the masses of exotic hadrons with data augmentation using multilayer perceptron the massesexotic hadronsdata augmentationmultilayer perceptronusing https://www.isca-archive.org/interspeech_2021/tsunoo21_interspeech.html ISCA Archive - Data Augmentation Methods for End-to-End Speech Recognition on Distant-Talk Scenarios isca archivedata augmentationspeech recognitionmethodsend https://pure.seoultech.ac.kr/en/publications/pcb-defect-classification-with-data-augmentation-based-ensemble-m/ PCB Defect Classification with Data Augmentation-Based Ensemble Method for Sustainable Smart... defect classificationdata augmentationpcbbasedensemble https://underline.io/lecture/69116-learning-towards-selective-data-augmentation-for-dialogue-generation Learning towards Selective Data Augmentation for Dialogue Generation | Underline On-demand video platform giving you access to lectures from conferences worldwide. data augmentationlearningtowardsselectivedialogue https://irep.mbzuai.ac.ae/items/8d8bb6aa-dc19-4119-899e-9ef7298d5f91 RipGAN: A GAN-Based Rip Current Data Augmentation Method Rip currents are a major hazard on beaches worldwide, and their strong, offshore-directed currents can place even experienced beachgoers at risk of drowning.... rip currentdata augmentationganbasedmethod https://www.canceropole-est.org/la-recherche-au-sein-du-canceropole-est/annuaires/publications-scientifiques/detail/?id=37683 Generative adversarial networks (GAN)-based data augmentation of rare liver cancers: The SFR 2021... data augmentationgenerativeadversarialnetworksgan https://www.infoq.com/data_augmentation/podcasts/ data augmentation Podcasts Page #1 - InfoQ Latest data augmentation Podcasts written by software developers for software developers. data augmentationpodcasts pageinfoq https://pure.uj.ac.za/en/publications/data-augmentation-for-a-virtual-sensor-based-nitrogen-and-phospho/ Data Augmentation for a Virtual-Sensor-Based Nitrogen and Phosphorus Monitoring - University of... data augmentationvirtual sensoruniversity ofbasednitrogen https://aiwiki.ai/wiki/data_augmentation Data Augmentation | AI Wiki Apr 26, 2026 - In the field of machine learning, data augmentation refers to the process of expanding the size and diversity of a training set by applying various... data augmentationai wiki https://aclanthology.org/D19-5543/ Improving Neural Machine Translation Robustness via Data Augmentation: Beyond Back-Translation -... Zhenhao Li, Lucia Specia. Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019). 2019. neural machine translationvia dataimprovingrobustnessaugmentation https://cris.iucc.ac.il/en/publications/anatomical-data-augmentation-for-cnn-based-pixel-wise-classificat/ Anatomical data augmentation for CNN based pixel-wise classification - Israeli Research Community... data augmentationresearch communityanatomicalcnnbased https://www.inderscience.com/info/inarticle.php?artid=136438 Article: Data augmentation and denoising of computed tomography scan images in training deep... Inderscience is a global company, a dynamic leading independent journal publisher disseminates the latest research across the broad fields of science,... article datacomputed tomographyimages inaugmentationdenoising https://portal.fis.tum.de/en/publications/stargan-for-emotional-speech-conversion-validated-by-data-augment/ Stargan for emotional speech conversion: Validated by data augmentation of end-to-end emotion... by dataemotionalspeechconversionvalidated https://research.ibm.com/publications/chest-x-ray-generation-and-data-augmentation-for-cardiovascular-abnormality-classification Chest x-ray generation and data augmentation for cardiovascular abnormality classification for SPIE... Chest x-ray generation and data augmentation for cardiovascular abnormality classification for SPIE Medical Imaging 2018 by Ali Madani et al. x raydata augmentationchestgenerationcardiovascular https://scholarsmine.mst.edu/comsci_facwork/1748/ "Data Augmentation for Improving Emotion Recognition in Software Engine" by Mia Mohammad Imran,... Emotions (e.g., Joy, Anger) are prevalent in daily software engineering (SE) activities, and are known to be significant indicators of work productivity (e.g.,... data augmentationemotion recognitionimprovingsoftwareengine https://www.datacamp.com/sv/tutorial/complete-guide-data-augmentation A Complete Guide to Data Augmentation | DataCamp Learn about data augmentation techniques, applications, and tools with a TensorFlow and Keras tutorial. a complete guidedata augmentationdatacamp https://www.choppingblock.ai/jobs/ai-computer-vision-intern-data-augmentation-at-harmattan-ai AI & Computer Vision Intern - Data augmentation at Harmattan AI | AI Chopping Block ai computer visiondata augmentationchopping blockintern https://slim.gatech.edu/content/enhancing-full-waveform-variational-inference-through-stochastic-resampling-and-data Enhancing Full-Waveform Variational Inference through Stochastic Resampling and Data Augmentation |... data augmentationenhancingfullwaveforminference 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 augmentationerrorimportingbipublisher https://www.techscience.com/csse/v46n2/51611/pdf CSSE | Brain Tumor Identification Using Data Augmentation and Transfer Learning Approach A brain tumor is a lethal neurological disease that affects the average performance of the brain and can be fatal. In India, around 15 million cases are... brain tumorusing datatransfer learningcsseidentification https://publications.eai.eu/index.php/inis/article/view/2774 Enhancing Single-Image Super-Resolution using Patch-Mosaic Data Augmentation on Lightweight Bimodal... single imagesuper resolutiondata augmentationenhancingusing https://pubmed.ncbi.nlm.nih.gov/39029433/ Novel audio characteristic-dependent feature extraction and data augmentation methods for... Respiratory diseases are one of the major health problems worldwide. Early diagnosis of the disease types is of vital importance. As one of the main symptoms... feature extractiondata augmentationnovelaudiocharacteristic https://bse.eu/research/publications/data-augmentation-diffusions Data Augmentation for Diffusions | Barcelona School of Economics school of economicsdata augmentationdiffusionsbarcelona https://research.wright.edu/en/publications/data-augmentation-aided-automatic-modulation-recognition-using-di-2/ Data Augmentation Aided Automatic Modulation Recognition Using Diffusion Model - Wright State... data augmentationaidedautomaticmodulationrecognition 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://citius.gal/research/publications/a-full-data-augmentation-pipeline-for-small-object-detection-based-on-generative-adversarial-networks/ A full data augmentation pipeline for small object detection based on generative adversarial... Object detection accuracy on small objects, i.e., objects under 32x32 pixels, lags behind that of large ones. To address this issue, innovative architectures... data augmentationobject detectionfullpipelinesmall https://proceedings.mlr.press/v172/singla22a.html Speckle and Shadows: Ultrasound-specific Physics-based Data Augmentation for Kidney Segmentation Dec 4, 2022 - Speckle and Shadows: Ultrasound-specific Physics-based Data Augmentation for Kidney SegmentationRohit Singla, Cailin Ringstrom, Ricky Hu, Vict... data augmentationspeckleshadowsultrasoundspecific https://scholarworks.utrgv.edu/etd/1557/ "White Light Specular Reflection Data Augmentation for Polyp Detection" by Jose Angel Nunez Colorectal cancer is among the deadliest cancers, but fortunately, this type of cancer can be prevented. The best current method of prevention is via detecting... white lightdata augmentationjose angelspecularreflection https://researchprofiles.tudublin.ie/en/publications/missing-data-augmentation-for-bayesian-multiplex-ergms-3/ Missing Data Augmentation for Bayesian Multiplex ERGMs - TU Dublin Research missing dataaugmentationbayesianmultiplextu https://ep.liu.se/konferensartikel.aspx?series=ecp&issue=165&Article_No=1 Finance document Extraction Using Data Augmentation and Attention document extractionusing datafinanceaugmentationattention https://campus-fryslan.studenttheses.ub.rug.nl/557/ Data Augmentation and VAE-GAN for Few-Shot Singing Singing Voice Cloning - Studenttheses Campus... data augmentationsinging voicevaeganshot https://journal.kci.go.kr/jksci/archive/articleView?artiId=ART003017280 A Comparative Study on Data Augmentation Using Generative Models for Robust Solar Irradiance... In this paper, we propose a method to enhance the prediction accuracy of solar irradiance for three major South Korean cities: Seoul, Busan, and Incheon. Our... comparative studydata augmentationgenerative modelsusingrobust https://vuir.vu.edu.au/46472/ ObjectAug: Object-level Data Augmentation for Semantic Image Segmentation | VU Research Repository... The VU Research Repository (previously known as VUIR) is an open access repository that contains the research papers and theses of VU staff and higher degree... level dataimage segmentationresearch repositoryobjectaugmentation https://www.preprints.org/manuscript/202507.1751 Enhancing Breast Cancer Detection through Advanced Data Augmentation and Feature Engineering with... Breast cancer remains a critical public health problem worldwide, and is a leading cause of cancer-related mortality. Optimizing clinical outcomes is... breast cancer detectionadvanced datafeature engineeringenhancingaugmentation https://papers.nips.cc/paper_files/paper/2020/file/074177d3eb6371e32c16c55a3b8f706b-Review.html Review for NeurIPS paper: Post-training Iterative Hierarchical Data Augmentation for Deep Networks post trainingdata augmentationreviewneuripspaper https://zilliz.com/ai-faq/how-is-data-augmentation-used-in-deep-learning How is data augmentation used in deep learning? - Zilliz Vector Database Data augmentation is a technique used in deep learning to artificially expand the size of a training dataset by applying data augmentationused indeep learningvector databasezilliz https://discovery.researcher.life/article/identification-of-optimal-data-augmentation-techniques-for-multimodal-time-series-sensory-data-a-framework/3c9fb1f066043d83bb63ea2116ad0635 Identification of Optimal Data Augmentation Techniques for Multimodal Time-Series Sensory Data: A... Article on Identification of Optimal Data Augmentation Techniques for Multimodal Time-Series Sensory Data: A Framework, published in Information 15 on... data augmentationtime seriesidentificationoptimaltechniques https://papers.neurips.cc/paper_files/paper/2020/hash/63c17d596f401acb520efe4a2a7a01ee-Abstract.html Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data Augmentation generative modelsdata augmentationexemplarvaelinking https://research.monash.edu/en/publications/long-term-traffic-speed-prediction-utilizing-data-augmentation-vi/ Long-term traffic speed prediction utilizing data augmentation via segmented time frame clustering... long termdata augmentationtime frametrafficspeed https://www.catalyzex.com/paper/towards-fair-federated-learning-with-zero Towards Fair Federated Learning with Zero-Shot Data Augmentation Towards Fair Federated Learning with Zero-Shot Data Augmentation: Paper and Code. Federated learning has emerged as an important distributed learning paradigm,... federated learningzero shotdata augmentationtowardsfair https://pure.dongguk.edu/en/publications/intent-aware-data-augmentation-by-leveraging-generative-ai-for-st/ Intent aware data augmentation by leveraging generative AI for stress detection in social media... in social mediadata augmentationgenerative aiintentaware https://fr.mathworks.com/matlabcentral/answers/1722755-data-augmentation-for-images-and-bounding-boxes-in-object-detection Data Augmentation for images and bounding boxes in Object Detection - MATLAB Answers - MATLAB... Data Augmentation for images and bounding boxes... Learn more about data, object-detection, matlab, deep learning, data-augmentation data augmentationbounding boxesobject detectionimagesmatlab