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Cong Leng

4 accepted papers

2023

TinyNeRF: Towards 100 x Compression of Voxel Radiance Fields

AAAI 2023technical

Voxel grid representation of 3D scene properties has been widely used to improve the training or rendering speed of the Neural Radiance Fields (NeRF) while at the same time achieving high synthesis quality. However, these methods accelerate the original NeRF at the expense of extra storage demand, w…

2016

Quantized Convolutional Neural Networks for Mobile Devices

CVPR 2016poster

Recently, convolutional neural networks (CNN) have demonstrated impressive performance in various computer vision tasks. However, high performance hardware is typically indispensable for the application of CNN models due to the high computation complexity, which prohibits their further extensions. I…

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