GitHub

Dynamo should be able to Dynamo trace the Dynamo graph (dynamo_output_graph) it creates

When we have a dynamo_output_graph from tlparse this can be a helpful reproducer for problems in AOTAutograd. However, Dynamo cannot reliably retrace the output graphs it generates. The biggest ...
Scientific Research Publishing

Naqi, S.M., Sharif, M. and Jaffar, A. (2018) Lung Nodule Detection and Classification Based on Geometric Fit in Parametric Form and Deep Learning. Neural Computing and ...

ABSTRACT: Lung cancer stands as the preeminent cause of cancer-related mortality globally. Prompt and precise diagnosis, coupled with effective treatment, is imperative to reduce the fatality rates ...
GitHub

Potential memory leak when loading graphs from disk

Hello, I have been trying to store my graphs in disk similarly to https://pytorch-geometric.readthedocs.io/en/2.5.3/notes/create_dataset.html#creating-larger-datasets ...
IEEE

A Nonlinear Weighted Graph Convolution Network Based on Manifold Geometric Regularization for Hyperspectral Image Classification

Abstract: Extracting spatial–spectral joint features has become a critical approach for improving model classification performance in the field of hyperspectral image classification (HSIC). However, ...
IEEE

Soft Augmentation for Graph Classification

Abstract: Graph data augmentation proves to be an effective approach for enhancing the performance of graph classification. However, due to the complex structure of graphs, the semantic meanings of ...