EfficientNet
PulseAugur coverage of EfficientNet — every cluster mentioning EfficientNet across labs, papers, and developer communities, ranked by signal.
4 day(s) with sentiment data
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Deep learning models accurately stage AMD using OCT and OCTA scans
Researchers have developed deep learning models to automatically stage age-related macular degeneration (AMD) using optical coherence tomography (OCT) and OCT angiography (OCTA) data. The models demonstrated strong perf…
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Deep Learning Models Achieve 98% Accuracy in COVID-19 Image Classification
Researchers have conducted a comprehensive comparison of various deep learning architectures for classifying COVID-19 from CT and X-ray lung imagery. The study utilized pre-trained models including VGG, Densenet, Resnet…
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StableGrad stabilizes deep neural network training without batch normalization
Researchers have introduced StableGrad, a novel optimizer-level mechanism designed to control the scale of activations and gradients in deep neural networks. This method aims to prevent training instability without rely…
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CNN architecture evolution driven by depth, scaling, and training recipes
A recent analysis delves into the evolution of Convolutional Neural Network (CNN) architectures, specifically examining ResNet, EfficientNet, and ConvNeXt. The author investigates whether advancements in state-of-the-ar…
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New model anchors momentum to improve long-tailed chest X-ray classification
Researchers have developed a new model called the Momentum-Anchored Multi-Scale Fusion Network to address class imbalance in chest X-ray classification. This model uses exponential moving averages to stabilize feature r…
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Deep learning model generates lunar elevation maps from single satellite images
Researchers have developed LunarDepthNet, a novel deep learning model designed to generate detailed Digital Elevation Models (DEMs) of the lunar surface using monocular satellite images. The model employs a UNet archite…
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Spark+AI Summit 2020: Notes cover feature engineering, data quality, and model efficiency
Eugene Yan's notes from the Spark+AI Summit 2020 cover practical applications and agnostic talks in deep learning and data engineering. Application-specific sessions highlighted frameworks like Airbnb's Zipline for feat…