Researchers Invent Lightning-Fast AI Boost for Small, Complex Datasets Post date January 27, 2025 Post author By Procrustes Post categories In ai-training-data, artificial-neural-networks, collinearity, data-augmentation, latent-variables, machine-learning, procrustes-cross-validation, python
How Meat Fat and Heart Data Prove AI Gets Smarter with the Right Boost Post date January 27, 2025 Post author By Procrustes Post categories In ai-training-data, artificial-neural-networks, collinearity, data-augmentation, latent-variables, machine-learning, procrustes-cross-validation, python
This Smart Method Makes Small Datasets Punch Above Their Weight Post date January 27, 2025 Post author By Procrustes Post categories In ai-training-data, artificial-neural-networks, collinearity, data-augmentation, latent-variables, machine-learning, procrustes-cross-validation, python
Researchers Introduce Clever Math Trick to Beef Up Tiny Datasets Without Frying Your GPU Post date January 27, 2025 Post author By Procrustes Post categories In ai-training-data, artificial-neural-networks, collinearity, data-augmentation, hackernoon-top-story, latent-variables, machine-learning, procrustes-cross-validation
The Specifics Of Data Affect Augmentation-Induced Bias Post date August 31, 2024 Post author By Computational Technology for All Post categories In class-specific-bias, computer-vision, convolutional-neural-networks, data-augmentation, data-augmentation-robustness, image-data-augmentation, machine-learning, ml-bias-mitigation
Class-specific Bias in Image Data Augmentation: Data Augmentation Robustness Scouting Post date August 31, 2024 Post author By Computational Technology for All Post categories In class-specific-bias, computer-vision, convolutional-neural-networks, data-augmentation, data-augmentation-robustness, image-data-augmentation, machine-learning, ml-bias-mitigation
A Data-centric Approach to Class-specific Bias in Image Data Augmentation: Conclusion and Limitation Post date August 31, 2024 Post author By Computational Technology for All Post categories In class-specific-bias, computer-vision, convolutional-neural-networks, data-augmentation, data-augmentation-robustness, image-data-augmentation, machine-learning, ml-bias-mitigation
A Data-centric Approach to Class-specific Bias in Image Data Augmentation: Appendices A-L Post date August 31, 2024 Post author By Computational Technology for All Post categories In class-specific-bias, computer-vision, convolutional-neural-networks, data-augmentation, data-augmentation-robustness, image-data-augmentation, machine-learning, ml-bias-mitigation
Alternative Architectures Have Variable Effect On Augmentation-Induced Bias Post date August 31, 2024 Post author By Computational Technology for All Post categories In class-specific-bias, computer-vision, convolutional-neural-networks, data-augmentation, data-augmentation-robustness, image-data-augmentation, machine-learning, ml-bias-mitigation
The Effect Of Data Augmentation-Induced Class-Specific Bias Is Influenced By Data, Regularization Post date August 31, 2024 Post author By Computational Technology for All Post categories In class-specific-bias, computer-vision, convolutional-neural-networks, data-augmentation, data-augmentation-robustness, image-data-augmentation, machine-learning, ml-bias-mitigation
A Data-centric Approach to Class-specific Bias in Image Data Augmentation: Abstract and Intro Post date August 31, 2024 Post author By Computational Technology for All Post categories In class-specific-bias, computer-vision, convolutional-neural-networks, data-augmentation, data-augmentation-robustness, image-data-augmentation, machine-learning, ml-bias-mitigation
Adding Random Horizontal Flipping Contributes To Augmentation-Induced Bias Post date August 31, 2024 Post author By Computational Technology for All Post categories In class-specific-bias, computer-vision, convolutional-neural-networks, data-augmentation, data-augmentation-robustness, image-data-augmentation, machine-learning, ml-bias-mitigation
Building Multimodal Generative AI Systems: Architecture, Refinement, and Enhancement Post date August 1, 2024 Post author By Joy Oguntona Post categories In ai, ai-agent, ai-architecture, ai-enhancement, ai-integrations, data-augmentation, generative-ai, multimodal-models
A Gentle Introduction to Data Augmentation Post date November 27, 2021 Post author By Shaan Ray Post categories In ai, artificial-intelligence, data-augmentation, deep-learning, ml, training-data, training-data-for-ai, what-is-data-augmentation
How Will Data Augmentation Affect Machine Learning? Post date August 5, 2021 Post author By Josh Wolff Post categories In ai, data-augmentation, data-augmentation-advantages, deep-learning, machine-learning, stories-written-by-machines, what-is-data-augmentation, what-is-dataset-augmentation
How to Perform Data Augmentation with Augly Library Post date August 3, 2021 Post author By Davis David Post categories In ai, artificial-intelligence, blogging-fellowship, data-augmentation, data-engineering, data-science, hackernoon-top-story, machine-learning
What Is Synthetic Data And How It Works Post date March 25, 2021 Post author By Innotescus Post categories In data-annotation, data-augmentation, data-collection, data-labelling, good-company, machine-learning, synthetic-data
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