Representation Learning

Automatic Feature Learning for Robust Shadow Detection CVPR 2014 Classification of Histology Sections via Multispectral Convolutional Sparse Coding CVPR 2014 Collective Matrix Factorization Hashing for Multimodal Data CVPR 2014 Constructing Robust Affinity Graphs for Spectral Clustering CVPR 2014 Context Driven Scene Parsing with Attention to Rare Classes CVPR 2014 Convolutional Kernel Networks NeurIPS 2014 Deep Fisher Kernels - End to End Learning of the Fisher Kernel GMM Parameters CVPR 2014 Deep Generative Stochastic Networks Trainable by Backprop ICML 2014 Deep Learning Face Representation by Joint Identification-Verification NeurIPS 2014 Deep Learning Face Representation from Predicting 10,000 Classes CVPR 2014 Deep Recursive Neural Networks for Compositionality in Language NeurIPS 2014 Discriminative Hierarchical Modeling of Spatio-Temporally Composable Human Activities CVPR 2014 Discriminative Metric Learning by Neighborhood Gerrymandering NeurIPS 2014 Distance Encoded Product Quantization CVPR 2014 Efficient Feature Extraction, Encoding and Classification for Action Recognition CVPR 2014 Generalized Max Pooling CVPR 2014 General Stochastic Networks for Classification NeurIPS 2014 Improving Semantic Concept Detection through the Dictionary of Visually-distinct Elements CVPR 2014 Is Rotation a Nuisance in Shape Recognition? CVPR 2014 Iterative Neural Autoregressive Distribution Estimator NADE-k NeurIPS 2014 Latent Dictionary Learning for Sparse Representation based Classification CVPR 2014 Latent Semantic Representation Learning for Scene Classification ICML 2014 Learning Deep Features for Scene Recognition using Places Database NeurIPS 2014 Learning Distributed Representations for Structured Output Prediction NeurIPS 2014 Learning Mid-level Filters for Person Re-identification CVPR 2014