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09/15/2023
Let's Roll: Synthetic Dataset Analysis for Pedestrian Detection Across Different Shutter Types
Computer vision (CV) pipelines are typically evaluated on datasets proce...
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12/20/2022
Hoyer regularizer is all you need for ultra low-latency spiking neural networks
Spiking Neural networks (SNN) have emerged as an attractive spatio-tempo...
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10/23/2022
Towards Energy-Efficient, Low-Latency and Accurate Spiking LSTMs
Spiking Neural Networks (SNNs) have emerged as an attractive spatio-temp...
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10/11/2022
Enabling ISP-less Low-Power Computer Vision
In order to deploy current computer vision (CV) models on resource-const...
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09/16/2022
Self-Attentive Pooling for Efficient Deep Learning
Efficient custom pooling techniques that can aggressively trim the dimen...
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03/11/2022
Toward Efficient Hyperspectral Image Processing inside Camera Pixels
Hyperspectral cameras generate a large amount of data due to the presenc...
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12/22/2021
Can Deep Neural Networks be Converted to Ultra Low-Latency Spiking Neural Networks?
Spiking neural networks (SNNs), that operate via binary spikes distribut...
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01/29/2020