Representation Learning

Multi-Task Deep Visual-Semantic Embedding for Video Thumbnail Selection CVPR 2015 Orthogonal NMF through Subspace Exploration NeurIPS 2015 Rethinking LDA: Moment Matching for Discrete ICA NeurIPS 2015 Scene Classification With Semantic Fisher Vectors CVPR 2015 segDeepM: Exploiting Segmentation and Context in Deep Neural Networks for Object Detection CVPR 2015 Semi-Supervised Factored Logistic Regression for High-Dimensional Neuroimaging Data NeurIPS 2015 Simultaneous Feature Learning and Hash Coding With Deep Neural Networks CVPR 2015 Skip-Thought Vectors NeurIPS 2015 Sparse Composite Quantization CVPR 2015 Super-Resolution Person Re-Identification With Semi-Coupled Low-Rank Discriminant Dictionary Learning CVPR 2015 Supervised Discrete Hashing CVPR 2015 Supervised Mid-Level Features for Word Image Representation CVPR 2015 Texture Synthesis Using Convolutional Neural Networks NeurIPS 2015 The Treasure Beneath Convolutional Layers: Cross-Convolutional-Layer Pooling for Image Classification CVPR 2015 Variational Dropout and the Local Reparameterization Trick NeurIPS 2015 Video Summarization by Learning Submodular Mixtures of Objectives CVPR 2015 Weakly-supervised Disentangling with Recurrent Transformations for 3D View Synthesis NeurIPS 2015 Winner-Take-All Autoencoders NeurIPS 2015 A Compositional Model for Low-Dimensional Image Set Representation CVPR 2014 Actionness Ranking with Lattice Conditional Ordinal Random Fields CVPR 2014 A Deep Semi-NMF Model for Learning Hidden Representations ICML 2014 A Multiplicative Model for Learning Distributed Text-Based Attribute Representations NeurIPS 2014 An Autoencoder Approach to Learning Bilingual Word Representations NeurIPS 2014 A statistical model for tensor PCA NeurIPS 2014 Attentional Neural Network: Feature Selection Using Cognitive Feedback NeurIPS 2014