Representation Learning

Asymmetrical Gauss Mixture Models for Point Sets Matching CVPR 2014 A Tensor Approach to Learning Mixed Membership Community Models JMLR 2014 A Unified Semantic Embedding: Relating Taxonomies and Attributes NeurIPS 2014 Average Case Analysis of High-Dimensional Block-Sparse Recovery and Regression for Arbitrary Designs AISTATS 2014 Avoiding pathologies in very deep networks AISTATS 2014 Bags of Spacetime Energies for Dynamic Scene Recognition CVPR 2014 Bayesian Nonparametric Comorbidity Analysis of Psychiatric Disorders JMLR 2014 Blossom Tree Graphical Models NeurIPS 2014 Causal Inference through a Witness Protection Program NeurIPS 2014 Cluster Canonical Correlation Analysis AISTATS 2014 Clustered factor analysis of multineuronal spike data NeurIPS 2014 Collective Matrix Factorization Hashing for Multimodal Data CVPR 2014 Composite Quantization for Approximate Nearest Neighbor Search ICML 2014 Compositional Morphology for Word Representations and Language Modelling ICML 2014 Compressive Sensing of Signals from a GMM with Sparse Precision Matrices NeurIPS 2014 Computational Education using Latent Structured Prediction AISTATS 2014 Conditional Random Field Autoencoders for Unsupervised Structured Prediction NeurIPS 2014 Conditioned Basis Array Factorization: An Approach to Gait Pattern Extraction RSS 2014 Cone-Constrained Principal Component Analysis NeurIPS 2014 Convex Deep Learning via Normalized Kernels NeurIPS 2014 Convolutional Kernel Networks NeurIPS 2014 Convolutional Neural Network Architectures for Matching Natural Language Sentences NeurIPS 2014 Cross-Scale Cost Aggregation for Stereo Matching CVPR 2014 Data-driven Flower Petal Modeling with Botany Priors CVPR 2014 Decomposable Nonlocal Tensor Dictionary Learning for Multispectral Image Denoising CVPR 2014