Representation Learning

Fixed-Length Poisson MRF: Adding Dependencies to the Multinomial NeurIPS 2015 From Dictionary of Visual Words to Subspaces: Locality-Constrained Affine Subspace Coding CVPR 2015 Fully Convolutional Networks for Semantic Segmentation CVPR 2015 Functional Correspondence by Matrix Completion CVPR 2015 Galileo: Perceiving Physical Object Properties by Integrating a Physics Engine with Deep Learning NeurIPS 2015 Generalized Hierarchical Kernel Learning JMLR 2015 Generating Notifications for Missing Actions: Don't Forget to Turn the Lights Off! ICCV 2015 Geometric Conditions for Subspace-Sparse Recovery ICML 2015 Hardware Compliant Approximate Image Codes CVPR 2015 HARF: Hierarchy-Associated Rich Features for Salient Object Detection ICCV 2015 Hashing With Binary Autoencoders CVPR 2015 Hierarchical-PEP Model for Real-World Face Recognition CVPR 2015 Hierarchical Sparse Coding With Geometric Prior For Visual Geo-Location CVPR 2015 High-dimensional neural spike train analysis with generalized count linear dynamical systems NeurIPS 2015 Highly-Expressive Spaces of Well-Behaved Transformations: Keeping It Simple ICCV 2015 Hyperpoints and Fine Vocabularies for Large-Scale Location Recognition ICCV 2015 Hyperspectral Compressive Sensing Using Manifold-Structured Sparsity Prior ICCV 2015 Illumination and Reflectance Spectra Separation of a Hyperspectral Image Meets Low-Rank Matrix Factorization CVPR 2015 Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets NeurIPS 2015 Inferring Block Structure of Graphical Models in Exponential Families AISTATS 2015 Inferring Graphs from Cascades: A Sparse Recovery Framework ICML 2015 Information Geometry and Minimum Description Length Networks ICML 2015 Jointly Learning Heterogeneous Features for RGB-D Activity Recognition CVPR 2015 Just Noticeable Defocus Blur Detection and Estimation CVPR 2015 Kernel Fusion for Better Image Deblurring CVPR 2015