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Efficient Computing

6876 directly classified papers

Papers per year

Papers

Synaptic Strength For Convolutional Neural Network NIPS 2018
Training Deep Neural Networks with 8-bit Floating Point Numbers NIPS 2018
Heterogeneous Bitwidth Binarization in Convolutional Neural Networks NIPS 2018
Post: Device Placement with Cross-Entropy Minimization and Proximal Policy Optimization NIPS 2018
Mobile Video Object Detection With Temporally-Aware Feature Maps CVPR 2018
ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices CVPR 2018
Gradient Sparsification for Communication-Efficient Distributed Optimization NIPS 2018
Norm-Ranging LSH for Maximum Inner Product Search NIPS 2018
LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning NIPS 2018
Modulated Convolutional Networks CVPR 2018
SPLATNet: Sparse Lattice Networks for Point Cloud Processing CVPR 2018
SYQ: Learning Symmetric Quantization for Efficient Deep Neural Networks CVPR 2018
Two-Step Quantization for Low-Bit Neural Networks CVPR 2018
Deep End-to-End Time-of-Flight Imaging CVPR 2018
Fast and Accurate Single Image Super-Resolution via Information Distillation Network CVPR 2018
Deep Cauchy Hashing for Hamming Space Retrieval CVPR 2018
MegDet: A Large Mini-Batch Object Detector CVPR 2018
Detail-Preserving Pooling in Deep Networks CVPR 2018
SplineNets: Continuous Neural Decision Graphs NIPS 2018
Snap ML: A Hierarchical Framework for Machine Learning NIPS 2018
Joint Active Feature Acquisition and Classification with Variable-Size Set Encoding NIPS 2018
FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent Neural Network NIPS 2018
Learning SMaLL Predictors NIPS 2018
Adaptive Sampling Towards Fast Graph Representation Learning NIPS 2018
Learning Compressible 360° Video Isomers CVPR 2018