Representation Learning

Multiview Shape and Reflectance from Natural Illumination CVPR 2014 Multi-View Super Vector for Action Recognition CVPR 2014 Nearest Neighbors Using Compact Sparse Codes ICML 2014 Neural Variational Inference and Learning in Belief Networks ICML 2014 Neural Word Embedding as Implicit Matrix Factorization NeurIPS 2014 New Algorithms for Learning Incoherent and Overcomplete Dictionaries COLT 2014 NMF-KNN: Image Annotation using Weighted Multi-view Non-negative Matrix Factorization CVPR 2014 Node-Based Learning of Multiple Gaussian Graphical Models JMLR 2014 Non-convex Robust PCA NeurIPS 2014 Nonparametric Estimation of Multi-View Latent Variable Models ICML 2014 Non-rigid Segmentation using Sparse Low Dimensional Manifolds and Deep Belief Networks CVPR 2014 On Modelling Non-linear Topical Dependencies ICML 2014 On Multiplicative Multitask Feature Learning NeurIPS 2014 On Sparse Gaussian Chain Graph Models NeurIPS 2014 On the Number of Linear Regions of Deep Neural Networks NeurIPS 2014 On the relations of LFPs & Neural Spike Trains NeurIPS 2014 Optimization Equivalence of Divergences Improves Neighbor Embedding ICML 2014 PatchMatch Based Joint View Selection and Depthmap Estimation CVPR 2014 Pedestrian Detection in Low-resolution Imagery by Learning Multi-scale Intrinsic Motion Structures (MIMS) CVPR 2014 Persistence-based Structural Recognition CVPR 2014 Piecewise Planar and Compact Floorplan Reconstruction from Images CVPR 2014 Predicting Useful Neighborhoods for Lazy Local Learning NeurIPS 2014 Prediction and Clustering in Signed Networks: A Local to Global Perspective JMLR 2014 Preserving Modes and Messages via Diverse Particle Selection ICML 2014 Pre-training of Recurrent Neural Networks via Linear Autoencoders NeurIPS 2014