representation learning

Zeta Hull Pursuits: Learning Nonconvex Data Hulls NeurIPS 2014 A Bayesian Approach to Multimodal Visual Dictionary Learning CVPR 2013 Adding Unlabeled Samples to Categories by Learned Attributes CVPR 2013 Analogy-preserving Semantic Embedding for Visual Object Categorization ICML 2013 Analyzing the Harmonic Structure in Graph-Based Learning NeurIPS 2013 A Novel Two-Step Method for Cross Language Representation Learning NeurIPS 2013 Anytime Representation Learning ICML 2013 Deep Canonical Correlation Analysis ICML 2013 Domain Adaptation for Sequence Labeling Tasks with a Probabilistic Language Adaptation Model ICML 2013 Dynamic Scene Classification: Learning Motion Descriptors with Slow Features Analysis CVPR 2013 Ensemble Projection for Semi-supervised Image Classification ICCV 2013 Gated Autoencoders with Tied Input Weights ICML 2013 Generalized Denoising Auto-Encoders as Generative Models NeurIPS 2013 Graph-Laplacian PCA: Closed-Form Solution and Robustness CVPR 2013 Learning a Manifold as an Atlas CVPR 2013 Learning Fair Representations ICML 2013 Learning invariant representations and applications to face verification NeurIPS 2013 Learning word embeddings efficiently with noise-contrastive estimation NeurIPS 2013 Multi-attributed Dictionary Learning for Sparse Coding ICCV 2013 On the Representational Efficiency of Restricted Boltzmann Machines NeurIPS 2013 Self-Organized Neural Learning of Statistical Inference from High-Dimensional Data IJCAI 2013 Training and Analysing Deep Recurrent Neural Networks NeurIPS 2013 Two-Point Gait: Decoupling Gait from Body Shape ICCV 2013 A Geometric take on Metric Learning NeurIPS 2012 Cardinality Restricted Boltzmann Machines NeurIPS 2012