Papers
176,624 papers found
Efficient Exact Gradient Update for training Deep Networks with Very Large Sparse Targets
Pascal Vincent, Alexandre de Brébisson, Xavier Bouthillier
Efficient Globally Optimal Consensus Maximisation With Tree Search
Tat-Jun Chin, Pulak Purkait, Anders Eriksson et al.
Efficient High-Dimensional Stochastic Optimal Motion Control using Tensor-Train Decomposition
Alex Gorodetsky, Sertac Karaman, Youssef Marzouk
Efficient Illuminant Estimation for Color Constancy Using Grey Pixels
Kai-Fu Yang, Shao-Bing Gao, Yong-Jie Li
Efficient Label Collection for Unlabeled Image Datasets
Maggie Wigness, Bruce A. Draper, J. Ross Beveridge
Efficient Learning by Directed Acyclic Graph For Resource Constrained Prediction
Joseph Wang, Kirill Trapeznikov, Venkatesh Saligrama
Efficient Learning in Large-Scale Combinatorial Semi-Bandits
Zheng Wen, Branislav Kveton, Azin Ashkan
Efficient Learning of Continuous-Time Hidden Markov Models for Disease Progression
Yu-Ying Liu, Shuang Li, Fuxin Li et al.
Efficient Learning of Linear Separators under Bounded Noise
Pranjal Awasthi, Maria-Florina Balcan, Nika Haghtalab et al.
Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo
Gottfried Graber, Jonathan Balzer, Stefano Soatto et al.
Efficient Non-greedy Optimization of Decision Trees
Mohammad Norouzi, Maxwell Collins, Matthew A Johnson et al.
Efficient Object Localization Using Convolutional Networks
Jonathan Tompson, Ross Goroshin, Arjun Jain et al.
Efficient Output Kernel Learning for Multiple Tasks
Pratik Kumar Jawanpuria, Maksim Lapin, Matthias Hein et al.
Efficient PSD Constrained Asymmetric Metric Learning for Person Re-Identification
Shengcai Liao, Stan Z. Li
Efficient Representations for Lifelong Learning and Autoencoding
Maria-Florina Balcan, Avrim Blum, Santosh Vempala
Efficient SDP Inference for Fully-Connected CRFs Based on Low-Rank Decomposition
Peng Wang, Chunhua Shen, Anton van den Hengel
Efficient Second-Order Gradient Boosting for Conditional Random Fields
Tianqi Chen, Sameer Singh, Ben Taskar et al.
Efficient Solution to the Epipolar Geometry for Radially Distorted Cameras
Zuzana Kukelova, Jan Heller, Martin Bujnak et al.
Efficient Sparse Clustering of High-Dimensional Non-spherical Gaussian Mixtures
Martin Azizyan, Aarti Singh, Larry Wasserman
Efficient Sparse-to-Dense Optical Flow Estimation Using a Learned Basis and Layers
Jonas Wulff, Michael J. Black
Efficient Thompson Sampling for Online Matrix-Factorization Recommendation
Jaya Kawale, Hung H Bui, Branislav Kveton et al.
Efficient Training of LDA on a GPU by Mean-for-Mode Estimation
Jean-Baptiste Tristan, Joseph Tassarotti, Guy Steele
Efficient Training of Structured SVMs via Soft Constraints
Ofer Meshi, Nathan Srebro, Tamir Hazan
Efficient Video Segmentation Using Parametric Graph Partitioning
Chen-Ping Yu, Hieu Le, Gregory Zelinsky et al.