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Efficient Computing

6,898 papers

Papers per year

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11
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Papers

Learning Time/Memory-Efficient Deep Architectures With Budgeted Super Networks CVPR 2018
SYQ: Learning Symmetric Quantization for Efficient Deep Neural Networks CVPR 2018
Two-Step Quantization for Low-Bit Neural Networks CVPR 2018
MobileNetV2: Inverted Residuals and Linear Bottlenecks CVPR 2018
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs CVPR 2018
Mobile Video Object Detection With Temporally-Aware Feature Maps CVPR 2018
Egocentric Activity Recognition on a Budget CVPR 2018
MegDet: A Large Mini-Batch Object Detector CVPR 2018
Blind Predicting Similar Quality Map for Image Quality Assessment CVPR 2018
Deep End-to-End Time-of-Flight Imaging CVPR 2018
Efficient Video Object Segmentation via Network Modulation CVPR 2018
FFNet: Video Fast-Forwarding via Reinforcement Learning CVPR 2018
ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices CVPR 2018
Optimizing Video Object Detection via a Scale-Time Lattice CVPR 2018
Learning Compressible 360° Video Isomers CVPR 2018
CLIP-Q: Deep Network Compression Learning by In-Parallel Pruning-Quantization CVPR 2018
ClcNet: Improving the Efficiency of Convolutional Neural Network Using Channel Local Convolutions CVPR 2018
Towards Effective Low-Bitwidth Convolutional Neural Networks CVPR 2018
Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks CVPR 2018
Feature Quantization for Defending Against Distortion of Images CVPR 2018
Neural Style Transfer via Meta Networks CVPR 2018
HydraNets: Specialized Dynamic Architectures for Efficient Inference CVPR 2018
Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation CVPR 2018
Guide Me: Interacting With Deep Networks CVPR 2018
NestedNet: Learning Nested Sparse Structures in Deep Neural Networks CVPR 2018