← Application Areas
Machine Learning › Application Areas ›

Efficient Computing

6876 directly classified papers

Papers per year

Papers

Hardware Compliant Approximate Image Codes CVPR 2015
A Generalization of Submodular Cover via the Diminishing Return Property on the Integer Lattice NIPS 2015
NEXT: A System for Real-World Development, Evaluation, and Application of Active Learning NIPS 2015
Fine-Grained Histopathological Image Analysis via Robust Segmentation and Large-Scale Retrieval CVPR 2015
A Dual Augmented Block Minimization Framework for Learning with Limited Memory NIPS 2015
Efficient Learning by Directed Acyclic Graph For Resource Constrained Prediction NIPS 2015
Efficient and Accurate Approximations of Nonlinear Convolutional Networks CVPR 2015
Parallel Correlation Clustering on Big Graphs NIPS 2015
RGBD-Fusion: Real-Time High Precision Depth Recovery CVPR 2015
Convolutional Neural Networks at Constrained Time Cost CVPR 2015
Convolutional Networks on Graphs for Learning Molecular Fingerprints NIPS 2015
Approximating Sparse PCA from Incomplete Data NIPS 2015
BinaryConnect: Training Deep Neural Networks with binary weights during propagations NIPS 2015
Tensorizing Neural Networks NIPS 2015
Efficient Exact Gradient Update for training Deep Networks with Very Large Sparse Targets NIPS 2015
Learning both Weights and Connections for Efficient Neural Network NIPS 2015
Tree Quantization for Large-Scale Similarity Search and Classification CVPR 2015
Early Burst Detection for Memory-Efficient Image Retrieval CVPR 2015
Efficient Second-Order Gradient Boosting for Conditional Random Fields AISTATS 2015
Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo CVPR 2015
A Convex Optimization Approach to Robust Fundamental Matrix Estimation CVPR 2015
Data-Guided Approach for Learning and Improving User Experience in Computer Networks ACML 2015
Dynamic Sensing: Better Classification under Acquisition Constraints ICML 2015
Fast Kronecker Inference in Gaussian Processes with non-Gaussian Likelihoods ICML 2015
Log-Euclidean Metric Learning on Symmetric Positive Definite Manifold with Application to Image Set Classification ICML 2015