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09/15/2023
Stack-and-Delay: a new codebook pattern for music generation
In language modeling based music generation, a generated waveform is rep...
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08/05/2019
SqueezeNAS: Fast neural architecture search for faster semantic segmentation
For real time applications utilizing Deep Neural Networks (DNNs), it is ...
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11/17/2018
DSCnet: Replicating Lidar Point Clouds with Deep Sensor Cloning
Convolutional neural networks (CNNs) have become increasingly popular fo...
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10/07/2017
Keynote: Small Neural Nets Are Beautiful: Enabling Embedded Systems with Small Deep-Neural-Network Architectures
Over the last five years Deep Neural Nets have offered more accurate sol...
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12/20/2016
Exploring the Design Space of Deep Convolutional Neural Networks at Large Scale
In recent years, the research community has discovered that deep neural ...
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12/04/2016
SqueezeDet: Unified, Small, Low Power Fully Convolutional Neural Networks for Real-Time Object Detection for Autonomous Driving
Object detection is a crucial task for autonomous driving. In addition t...
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06/01/2016
Boda-RTC: Productive Generation of Portable, Efficient Code for Convolutional Neural Networks on Mobile Computing Platforms
The popularity of neural networks (NNs) spans academia, industry, and po...
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11/18/2014
From Captions to Visual Concepts and Back
This paper presents a novel approach for automatically generating image ...
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09/18/2014