Papers
A Discriminative CNN Video Representation for Event Detection
Zhongwen Xu, Yi Yang, Alex G. Hauptmann
A Divide and Conquer Framework for Distributed Graph Clustering
Wenzhuo Yang, Huan Xu
Adopting an Unconstrained Ray Model in Light-Field Cameras for 3D Shape Reconstruction
Filippo Bergamasco, Andrea Albarelli, Luca Cosmo et al.
A Dual Augmented Block Minimization Framework for Learning with Limited Memory
Ian En-Hsu Yen, Shan-Wei Lin, Shou-De Lin
Adversarial Prediction Games for Multivariate Losses
Hong Wang, Wei Xing, Kaiser Asif et al.
A Dynamic Convolutional Layer for Short Range Weather Prediction
Benjamin Klein, Lior Wolf, Yehuda Afek
A Dynamic Programming Approach for Fast and Robust Object Pose Recognition From Range Images
Christopher Zach, Adrian Penate-Sanchez, Minh-Tri Pham
A Fast Algorithm for Elastic Shape Distances Between Closed Planar Curves
Gunay Dogan, Javier Bernal, Charles R. Hagwood
A fast, universal algorithm to learn parametric nonlinear embeddings
Miguel A. Carreira-Perpinan, Max Vladymyrov
A Fast Variational Approach for Learning Markov Random Field Language Models
Yacine Jernite, Alexander Rush, David Sontag
A Finite Sample Analysis of the Naive Bayes Classifier
Daniel Berend, Aryeh Kontorovich
A Fixed Viewpoint Approach for Dense Reconstruction of Transparent Objects
Kai Han, Kwan-Yee K. Wong, Miaomiao Liu
A Flexible Tensor Block Coordinate Ascent Scheme for Hypergraph Matching
Quynh Nguyen, Antoine Gautier, Matthias Hein
A Framework for Individualizing Predictions of Disease Trajectories by Exploiting Multi-Resolution Structure
Peter Schulam, Suchi Saria
A Gaussian Process Latent Variable Model for BRDF Inference
Stamatios Georgoulis, Vincent Vanweddingen, Marc Proesmans et al.
A Gaussian Process Model of Quasar Spectral Energy Distributions
Andrew Miller, Albert Wu, Jeff Regier et al.
A General Analysis of the Convergence of ADMM
Robert Nishihara, Laurent Lessard, Ben Recht et al.
A General Framework for Fast Stagewise Algorithms
Ryan J. Tibshirani
A Generalization of Submodular Cover via the Diminishing Return Property on the Integer Lattice
Tasuku Soma, Yuichi Yoshida
A Geodesic-Preserving Method for Image Warping
Dongping Li, Kaiming He, Jian Sun et al.
Aggregating Local Deep Features for Image Retrieval
Artem Babenko, Victor Lempitsky
Agnostic Insurability of Model Classes
Narayana Santhanam, Venkat Anantharam
Agnostic Learning of Disjunctions on Symmetric Distributions
Vitaly Feldman, Pravesh Kothari
A Graphical Model Approach for Matching Partial Signatures
Xianzhi Du, David Doermann, Wael Abd-Almageed
A Greedy Homotopy Method for Regression with Nonconvex Constraints
Fabian Wauthier, Peter Donnelly