Found 15510 results, showing the newest relevant preprints. Sort by relevancy only.Update me on new preprints

Bimodal Distribution Removal and Genetic Algorithm in Neural Network for Breast Cancer Diagnosis

Neural networks instead are powerful in processing complex non-linear correlations. Expand abstract.
4 days ago
9/10 relevant
arXiv

Stroke Constrained Attention Network for Online Handwritten Mathematical Expression Recognition

In this paper, we propose a novel stroke constrained attention network (SCAN) which treats stroke as the basic unit for encoder-decoder based online handwritten mathematical expression recognition (HMER). Expand abstract.
4 days ago
5/10 relevant
arXiv

GivEn -- Shape Optimization for Gas Turbines in Volatile Energy Networks

We also describe the underlying coupling structure of the multiphysical simulations and use modern, gradient based multicriteria optimization procedures to enhance the exploration of Pareto-optimal solutions. Expand abstract.
4 days ago
5/10 relevant
arXiv

Detecting Code Clones with Graph Neural Networkand Flow-Augmented Abstract Syntax Tree

We apply our FA-AST and graph neural networks on two Java datasets: Google Code Jam and BigCloneBench. Expand abstract.
4 days ago
6/10 relevant
arXiv

MaxUp: A Simple Way to Improve Generalization of Neural Network Training

We propose \emph{MaxUp}, an embarrassingly simple, highly effective technique for improving the generalization performance of machine learning models, especially deep neural networks. Expand abstract.
4 days ago
6/10 relevant
arXiv

Audio-video Emotion Recognition in the Wild using Deep Hybrid Networks

Specifically, in addition to convolutional neural networks (CNN) and recurrent neutral networks (RNN) trained on facial images, the hybrid network also contains one SVM classifier trained on holistic acoustic feature vectors, one long short-term memory network (LSTM) trained on short-term feature sequences extracted... Expand abstract.
4 days ago
9/10 relevant
arXiv

Network reconstruction from asynchronously updated evolutionary game

Compared with MLE, nMF is more sensitive to the couplings strength which prefers weak couplings. Expand abstract.
4 days ago
5/10 relevant
arXiv

Deep Neural Networks Carve the Brain at its Joints

Finally, deep neural networks are interpretable when their architectures are structurally characterized using multislice network models. Expand abstract.
4 days ago
9/10 relevant
bioRxiv

Interpreting Deep Neural Networks Beyond Attribution Methods: Quantifying Global Importance of Genomic Features

Despite deep neural networks (DNNs) having found great success at improving performance on various prediction tasks in computational genomics, it remains difficult to understand why they make any given prediction. Expand abstract.
4 days ago
6/10 relevant
bioRxiv

Knowledge guided multi-level network inference

Our method infers the network by combining sparse grouped-LASSO regression with a genomic position-confined Biogrid protein-protein interaction prior. Expand abstract.
4 days ago
6/10 relevant
bioRxiv