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Efficient Computing

6,898 papers

Papers per year

3
11
55
503
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Papers

Learning Structured Sparsity in Deep Neural Networks NIPS 2016
Learning the Number of Neurons in Deep Networks NIPS 2016
Yggdrasil: An Optimized System for Training Deep Decision Trees at Scale NIPS 2016
Memory-Efficient Backpropagation Through Time NIPS 2016
Learning Sensor Multiplexing Design through Back-propagation NIPS 2016
Short-Dot: Computing Large Linear Transforms Distributedly Using Coded Short Dot Products NIPS 2016
Dimensionality Reduction of Massive Sparse Datasets Using Coresets NIPS 2016
Simple and Efficient Weighted Minwise Hashing NIPS 2016
LightRNN: Memory and Computation-Efficient Recurrent Neural Networks NIPS 2016
Binarized Neural Networks NIPS 2016
PerforatedCNNs: Acceleration through Elimination of Redundant Convolutions NIPS 2016
Effect of Incomplete Meta-dataset on Average Ranking Method AUTOML 2016
Cost Sensitive Online Multiple Kernel Classification ACML 2016
Bayes-Optimal Effort Allocation in Crowdsourcing: Bounds and Index Policies AISTATS 2016
Quantization based Fast Inner Product Search AISTATS 2016
Communication Efficient Distributed Agnostic Boosting AISTATS 2016
NYTRO: When Subsampling Meets Early Stopping AISTATS 2016
Learning Succinct Models: Pipelined Compression with L1-Regularization, Hashing, Elias-Fano Indices, and Quantization COLING 2016
An Interactive System for Exploring Community Question Answering Forums COLING 2016
Demonstration of ChaKi.NET – beyond the corpus search system COLING 2016
Succinct Data Structures for NLP-at-Scale COLING 2016
ReconNet: Non-Iterative Reconstruction of Images From Compressively Sensed Measurements CVPR 2016
Automatic Image Cropping : A Computational Complexity Study CVPR 2016
ASP Vision: Optically Computing the First Layer of Convolutional Neural Networks Using Angle Sensitive Pixels CVPR 2016
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network CVPR 2016