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Efficient Computing

180 papers

Papers per year

4
15
51
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'25

Papers

Neural Architecture Search for Lightweight Non-Local Networks CVPR 2020
RMP-SNN: Residual Membrane Potential Neuron for Enabling Deeper High-Accuracy and Low-Latency Spiking Neural Network CVPR 2020
ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks CVPR 2020
Efficient Neural Vision Systems Based on Convolutional Image Acquisition CVPR 2020
Towards Learning Affine-Invariant Representations via Data-Efficient CNNs WACV 2020
ADNet: Adaptively Dense Convolutional Neural Networks WACV 2020
QUICKSAL: A small and sparse visual saliency model for efficient inference in resource constrained hardware WACV 2020
Localizing Grouped Instances for Efficient Detection in Low-Resource Scenarios WACV 2020
MoBiNet: A Mobile Binary Network for Image Classification WACV 2020
Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks NIPS 2019
SeerNet: Predicting Convolutional Neural Network Feature-Map Sparsity Through Low-Bit Quantization CVPR 2019
Recurrent U-Net for Resource-Constrained Segmentation ICCV 2019
MobiLipNet: Resource-Efficient Deep Learning Based Lipreading INTERSPEECH 2019
Faster Neural Networks Straight from JPEG NIPS 2018
Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization CVPR 2018
Beyond Trade-Off: Accelerate FCN-Based Face Detector With Higher Accuracy CVPR 2018
BlockDrop: Dynamic Inference Paths in Residual Networks CVPR 2018
Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions ICML 2018
Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks IJCAI 2018
Deterministic Binary Filters for Convolutional Neural Networks IJCAI 2018
Scale-Aware Face Detection CVPR 2017
On Compressing Deep Models by Low Rank and Sparse Decomposition CVPR 2017
ASP Vision: Optically Computing the First Layer of Convolutional Neural Networks Using Angle Sensitive Pixels CVPR 2016
Fixed Point Quantization of Deep Convolutional Networks ICML 2016
Hardware Compliant Approximate Image Codes CVPR 2015