Benchmarking Deep Transfer Learning Models for COVID-19 Lung Ultrasound Detection
A systematic benchmarking study demonstrates that DenseNet-121 paired with the Adam optimizer achieves exceptional diagnostic accuracy in detecting COVID-19 from ...
Tag: Adam optimizer
New AdamMAD Optimizer Swaps Squared Gradients for Mean Absolute Deviation to Cut Training Oscillations
Researchers report that replacing Adam's squared-gradient second moment with the mean absolute deviation yields smoother training, fewer oscillations and faster ...
Hybrid deep-learning model shows favorable hourly PM2.5 prediction performance in modeling study
A Scientific Reports abstract describes a hybrid decomposition and deep-learning model that reported favorable accuracy and generalization performance for hourly ...
Where You Park the Robot Matters: New Study Crowns the Best Algorithm for Base Placement
A first-of-its-kind benchmark from the Technical University of Munich compares algorithms for optimizing industrial robot base placement, finding that an ...
Deep Neural Network Predicts Air Quality in Indian City With Striking Accuracy
Researchers in Maharashtra trained a three-layer deep neural network on pollutant data from Solapur's municipal monitoring station, achieving an R-squared ...
New Algorithm Fills the Gaps in Evolutionary Distance Matrices with Tree-Aware Precision
Researchers have developed Hyb-Adam-UA, a two-stage algorithm that fills missing entries in mitochondrial DNA distance matrices by optimizing tree-like additivity, ...
Quantum-Inspired Optimizers Fail a Rigorous Cross-Domain Machine Learning Benchmark
A rigorous cross-domain benchmark finds no detectable advantage for quantum-inspired optimizers over well-tuned classical methods in neural-network training.
Adam Optimizer’s Neural Network Training Regimes Mapped Through Observable Measurements
Adam, the adaptive optimization algorithm that underpins much of modern deep learning, has long been treated as something of a ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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