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09/19/2023
DeepliteRT: Computer Vision at the Edge
The proliferation of edge devices has unlocked unprecedented opportuniti...
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09/12/2023
Accelerating Deep Neural Networks via Semi-Structured Activation Sparsity
The demand for efficient processing of deep neural networks (DNNs) on em...
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07/26/2023
YOLOBench: Benchmarking Efficient Object Detectors on Embedded Systems
We present YOLOBench, a benchmark comprised of 550+ YOLO-based object de...
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04/18/2023
DeepGEMM: Accelerated Ultra Low-Precision Inference on CPU Architectures using Lookup Tables
A lot of recent progress has been made in ultra low-bit quantization, pr...
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07/18/2022
