Efficient Computing

Computationally Bounded Retrieval CVPR 2015 Convolutional Neural Networks at Constrained Time Cost CVPR 2015 Efficient Exact Gradient Update for training Deep Networks with Very Large Sparse Targets NeurIPS 2015 Improving Object Proposals With Multi-Thresholding Straddling Expansion CVPR 2015 Randomized Block Krylov Methods for Stronger and Faster Approximate Singular Value Decomposition NeurIPS 2015 Spectral Representations for Convolutional Neural Networks NeurIPS 2015 Structured Transforms for Small-Footprint Deep Learning NeurIPS 2015 Superpixel Meshes for Fast Edge-Preserving Surface Reconstruction CVPR 2015 Tensorizing Neural Networks NeurIPS 2015 100+ Times Faster Weighted Median Filter (WMF) CVPR 2014 Anytime Recognition of Objects and Scenes CVPR 2014 Communication Efficient Distributed Machine Learning with the Parameter Server NeurIPS 2014 Discrete-Continuous Gradient Orientation Estimation for Faster Image Segmentation CVPR 2014 Exploiting Linear Structure Within Convolutional Networks for Efficient Evaluation NeurIPS 2014 Fast Training of Pose Detectors in the Fourier Domain NeurIPS 2014 Fisher and VLAD with FLAIR CVPR 2014 Immediate, Scalable Object Category Detection CVPR 2014 On Model Parallelization and Scheduling Strategies for Distributed Machine Learning NeurIPS 2014 Proximal Quasi-Newton for Computationally Intensive L1-regularized M-estimators NeurIPS 2014 Speeding Up Tracking by Ignoring Features CVPR 2014 Deep content-based music recommendation NeurIPS 2013 Fast, Accurate Detection of 100,000 Object Classes on a Single Machine CVPR 2013 Faster Ridge Regression via the Subsampled Randomized Hadamard Transform NeurIPS 2013 Fast Template Evaluation with Vector Quantization NeurIPS 2013 Feature Clustering for Accelerating Parallel Coordinate Descent NeurIPS 2012