Representation Learning

Kernel Interpolation for Scalable Structured Gaussian Processes (KISS-GP) ICML 2015 Label Consistent Quadratic Surrogate Model for Visual Saliency Prediction CVPR 2015 Landmarking Manifolds with Gaussian Processes ICML 2015 Learning a Convolutional Neural Network for Non-Uniform Motion Blur Removal CVPR 2015 Learning Analysis-by-Synthesis for 6D Pose Estimation in RGB-D Images ICCV 2015 Learning an Efficient Model of Hand Shape Variation From Depth Images CVPR 2015 Learning Coarse-to-Fine Sparselets for Efficient Object Detection and Scene Classification CVPR 2015 Learning Concept Embeddings With Combined Human-Machine Expertise ICCV 2015 Learning Data-Driven Reflectance Priors for Intrinsic Image Decomposition ICCV 2015 Learning Deep Representations for Ground-to-Aerial Geolocalization CVPR 2015 Learning Deep Representation With Large-Scale Attributes ICCV 2015 Learning Deep Structured Models ICML 2015 Learning Descriptors for Object Recognition and 3D Pose Estimation CVPR 2015 Learning Discriminative Reconstructions for Unsupervised Outlier Removal ICCV 2015 Learning Fast-Mixing Models for Structured Prediction ICML 2015 Learning Image and User Features for Recommendation in Social Networks ICCV 2015 Learning Image Representations Tied to Ego-Motion ICCV 2015 Learning Large-Scale Automatic Image Colorization ICCV 2015 Learning Large-Scale Poisson DAG Models based on OverDispersion Scoring NeurIPS 2015 Learning Multiple Visual Tasks While Discovering Their Structure CVPR 2015 Learning of Non-Parametric Control Policies with High-Dimensional State Features AISTATS 2015 Learning Overcomplete Latent Variable Models through Tensor Methods COLT 2015 Learning Parametric Distributions for Image Super-Resolution: Where Patch Matching Meets Sparse Coding ICCV 2015 Learning Parametric-Output HMMs with Two Aliased States ICML 2015 Learning Query and Image Similarities With Ranking Canonical Correlation Analysis ICCV 2015