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05/12/2023
MMG-Ego4D: Multi-Modal Generalization in Egocentric Action Recognition
In this paper, we study a novel problem in egocentric action recognition...
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11/18/2021
PyTorchVideo: A Deep Learning Library for Video Understanding
We introduce PyTorchVideo, an open-source deep-learning library that pro...
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02/13/2020
Improving Efficiency in Neural Network Accelerator Using Operands Hamming Distance optimization
Neural network accelerator is a key enabler for the on-device AI inferen...
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09/15/2017
A Streaming Accelerator for Deep Convolutional Neural Networks with Image and Feature Decomposition for Resource-limited System Applications
Deep convolutional neural networks (CNN) are widely used in modern artif...
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07/08/2017
A Reconfigurable Streaming Deep Convolutional Neural Network Accelerator for Internet of Things
Convolutional neural network (CNN) offers significant accuracy in image ...
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03/05/2017