[2024/11] TorchSparse++ is now supporting MMDetection3D and OpenPCDet via plugins! A full demo is available. [2023/11] TorchSparse++ has been adopted by One-2-3-45++ from Prof. Hao Su's lab (UCSD) for ...
objective The objective is to address the performance disparities between CPU and GPU implementations of 2D convolution operations on grayscale images. Given the parallel processing capabilities of ...
Abstract: The task of transfer learning using pretrained convolutional neural networks is considered. We propose a convolution-SVD layer to analyze the convolution operators with a singular value ...
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