Efficient Computing

Compressing Neural Networks with the Hashing Trick ICML 2015 Compressive spectral embedding: sidestepping the SVD NeurIPS 2015 Convolutional Channel Features ICCV 2015 Convolutional Networks on Graphs for Learning Molecular Fingerprints NeurIPS 2015 Convolutional Neural Networks at Constrained Time Cost CVPR 2015 CV-HAZOP: Introducing Test Data Validation for Computer Vision ICCV 2015 Data-Guided Approach for Learning and Improving User Experience in Computer Networks ACML 2015 Deep Learning with Limited Numerical Precision ICML 2015 DeepProposal: Hunting Objects by Cascading Deep Convolutional Layers ICCV 2015 Dynamic Sensing: Better Classification under Acquisition Constraints ICML 2015 Early Burst Detection for Memory-Efficient Image Retrieval CVPR 2015 Efficient and Accurate Approximations of Nonlinear Convolutional Networks CVPR 2015 Efficient and Robust Automated Machine Learning NeurIPS 2015 Efficient Exact Gradient Update for training Deep Networks with Very Large Sparse Targets NeurIPS 2015 Efficient Learning by Directed Acyclic Graph For Resource Constrained Prediction NeurIPS 2015 Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo CVPR 2015 Efficient Sampling for Gaussian Graphical Models via Spectral Sparsification COLT 2015 Efficient Second-Order Gradient Boosting for Conditional Random Fields AISTATS 2015 Evolving GPU Machine Code JMLR 2015 Fast and Memory Optimal Low-Rank Matrix Approximation NeurIPS 2015 FASText: Efficient Unconstrained Scene Text Detector ICCV 2015 Fast Kronecker Inference in Gaussian Processes with non-Gaussian Likelihoods ICML 2015 Fast Orthogonal Projection Based on Kronecker Product ICCV 2015 Fast R-CNN ICCV 2015 Feature-Budgeted Random Forest ICML 2015