Representation Learning

MAP Disparity Estimation Using Hidden Markov Trees ICCV 2015 Marginalizing Stacked Linear Denoising Autoencoders JMLR 2015 Matrix Backpropagation for Deep Networks With Structured Layers ICCV 2015 Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares JMLR 2015 Matrix Completion Under Monotonic Single Index Models NeurIPS 2015 Matrix Completion with Noisy Side Information NeurIPS 2015 Maximally Informative Hierarchical Representations of High-Dimensional Data AISTATS 2015 Max vs Min: Tensor Decomposition and ICA with nearly Linear Sample Complexity COLT 2015 Membership Representation for Detecting Block-Diagonal Structure in Low-Rank or Sparse Subspace Clustering CVPR 2015 Mid-Level Deep Pattern Mining CVPR 2015 Mind's Eye: A Recurrent Visual Representation for Image Caption Generation CVPR 2015 Mind the Gap: A Generative Approach to Interpretable Feature Selection and Extraction NeurIPS 2015 Mining And-Or Graphs for Graph Matching and Object Discovery ICCV 2015 Modeling Object Appearance Using Context-Conditioned Component Analysis CVPR 2015 Modeling Order in Neural Word Embeddings at Scale ICML 2015 Modeling Skill Acquisition Over Time with Sequence and Topic Modeling AISTATS 2015 Modeling Video Evolution for Action Recognition CVPR 2015 Modelling Policies in MDPs in Reproducing Kernel Hilbert Space AISTATS 2015 More About VLAD: A Leap From Euclidean to Riemannian Manifolds CVPR 2015 Multihypothesis Trajectory Analysis for Robust Visual Tracking CVPR 2015 Multi-Label Cross-Modal Retrieval ICCV 2015 Multi-Layer Feature Reduction for Tree Structured Group Lasso via Hierarchical Projection NeurIPS 2015 Multi-Manifold Modeling in Non-Euclidean spaces AISTATS 2015 Multimodal Convolutional Neural Networks for Matching Image and Sentence ICCV 2015 Multiple Granularity Descriptors for Fine-Grained Categorization ICCV 2015