Deep Learning

Hashing With Binary Autoencoders CVPR 2015 HD-CNN: Hierarchical Deep Convolutional Neural Networks for Large Scale Visual Recognition ICCV 2015 Hessian-free Optimization for Learning Deep Multidimensional Recurrent Neural Networks NeurIPS 2015 Hierarchical Convolutional Features for Visual Tracking ICCV 2015 Hierarchical-PEP Model for Real-World Face Recognition CVPR 2015 Hierarchical Recurrent Neural Network for Skeleton Based Action Recognition CVPR 2015 Hierarchical Sparse Coding With Geometric Prior For Visual Geo-Location CVPR 2015 Holistically-Nested Edge Detection ICCV 2015 How Can Deep Rectifier Networks Achieve Linear Separability and Preserve Distances? ICML 2015 Human Action Recognition Using Factorized Spatio-Temporal Convolutional Networks ICCV 2015 Human Parsing With Contextualized Convolutional Neural Network ICCV 2015 Hyper-Class Augmented and Regularized Deep Learning for Fine-Grained Image Classification CVPR 2015 Hypercolumns for Object Segmentation and Fine-Grained Localization CVPR 2015 Image Specificity CVPR 2015 Improved Iteration Complexity Bounds of Cyclic Block Coordinate Descent for Convex Problems NeurIPS 2015 Improving Image Classification With Location Context ICCV 2015 Improving Object Detection With Deep Convolutional Networks via Bayesian Optimization and Structured Prediction CVPR 2015 Improving Object Proposals With Multi-Thresholding Straddling Expansion CVPR 2015 Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets NeurIPS 2015 Integrating Parametric and Non-Parametric Models For Scene Labeling CVPR 2015 Integration of Single-view Graphs with Diffusion of Tensor Product Graphs for Multi-view Spectral Clustering ACML 2015 Interaction Part Mining: A Mid-Level Approach for Fine-Grained Action Recognition CVPR 2015 Interactive Control of Diverse Complex Characters with Neural Networks NeurIPS 2015 Interleaved Text/Image Deep Mining on a Very Large-Scale Radiology Database CVPR 2015 Introducing CURRENNT: The Munich Open-Source CUDA RecurREnt Neural Network Toolkit JMLR 2015