Representation Learning

Multi-Task Deep Visual-Semantic Embedding for Video Thumbnail Selection CVPR 2015 Multi-Task Learning for Subspace Segmentation ICML 2015 Multi-View Feature Engineering and Learning CVPR 2015 Multi-view Sparse Co-clustering via Proximal Alternating Linearized Minimization ICML 2015 Natural Neural Networks NeurIPS 2015 On Deep Multi-View Representation Learning ICML 2015 One-bit Compressed Sensing with the k-Support Norm AISTATS 2015 One Shot Learning via Compositions of Meaningful Patches ICCV 2015 Online Learning of Eigenvectors ICML 2015 Online PCA with Spectral Bounds COLT 2015 Online Tensor Methods for Learning Latent Variable Models JMLR 2015 Online Tracking by Learning Discriminative Saliency Map with Convolutional Neural Network ICML 2015 On the Complexity of Learning with Kernels COLT 2015 On the Relationship between Sum-Product Networks and Bayesian Networks ICML 2015 On the Relationship Between Visual Attributes and Convolutional Networks CVPR 2015 Optimal Rates for Random Fourier Features NeurIPS 2015 Ordinal Mixed Membership Models ICML 2015 Orthogonal NMF through Subspace Exploration NeurIPS 2015 Paired-Dual Learning for Fast Training of Latent Variable Hinge-Loss MRFs ICML 2015 Part-Based Modelling of Compound Scenes From Images CVPR 2015 Partial Person Re-Identification ICCV 2015 PatchMatch-Based Automatic Lattice Detection for Near-Regular Textures ICCV 2015 Personalized Age Progression With Aging Dictionary ICCV 2015 Person Re-Identification With Discriminatively Trained Viewpoint Invariant Dictionaries ICCV 2015 Photonic Delay Systems as Machine Learning Implementations JMLR 2015