Representation Learning

Detector Discovery in the Wild: Joint Multiple Instance and Representation Learning CVPR 2015 Deterministic Independent Component Analysis ICML 2015 Discovering States and Transformations in Image Collections CVPR 2015 Discrete Restricted Boltzmann Machines JMLR 2015 Discriminative Pose-Free Descriptors for Face and Object Matching ICCV 2015 Discriminative Robust Transformation Learning NeurIPS 2015 Distributed Matrix Completion and Robust Factorization JMLR 2015 Domain-Size Pooling in Local Descriptors: DSP-SIFT CVPR 2015 Dynamic Texture Recognition via Orthogonal Tensor Dictionary Learning ICCV 2015 Efficient Representations for Lifelong Learning and Autoencoding COLT 2015 Efficient Sparse-to-Dense Optical Flow Estimation Using a Learned Basis and Layers CVPR 2015 Eigenwords: Spectral Word Embeddings JMLR 2015 Elastic Functional Coding of Human Actions: From Vector-Fields to Latent Variables CVPR 2015 Elastic-Net Regularization of Singular Values for Robust Subspace Learning CVPR 2015 Embedding Inference for Structured Multilabel Prediction NeurIPS 2015 Embed to Control: A Locally Linear Latent Dynamics Model for Control from Raw Images NeurIPS 2015 End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture NeurIPS 2015 End-To-End Memory Networks NeurIPS 2015 Entropic Graph-based Posterior Regularization ICML 2015 Entropy evaluation based on confidence intervals of frequency estimates : Application to the learning of decision trees ICML 2015 Escaping From Saddle Points — Online Stochastic Gradient for Tensor Decomposition COLT 2015 Exemplar SVMs as Visual Feature Encoders CVPR 2015 Fast and Memory Optimal Low-Rank Matrix Approximation NeurIPS 2015 Fast Mixing for Discrete Point Processes COLT 2015 Finding Linear Structure in Large Datasets with Scalable Canonical Correlation Analysis ICML 2015