Deep Learning

segDeepM: Exploiting Segmentation and Context in Deep Neural Networks for Object Detection CVPR 2015 Semantic Image Segmentation via Deep Parsing Network ICCV 2015 Semantic Pose Using Deep Networks Trained on Synthetic RGB-D ICCV 2015 Semi-supervised Convolutional Neural Networks for Text Categorization via Region Embedding NeurIPS 2015 Semi-Supervised Factored Logistic Regression for High-Dimensional Neuroimaging Data NeurIPS 2015 Semi-supervised Learning with Ladder Networks NeurIPS 2015 Semi-supervised Sequence Learning NeurIPS 2015 Sensor Selection for Crowdsensing Dynamical Systems AISTATS 2015 Sequence to Sequence - Video to Text ICCV 2015 SGD Algorithms based on Incomplete U-statistics: Large-Scale Minimization of Empirical Risk NeurIPS 2015 Shape Driven Kernel Adaptation in Convolutional Neural Network for Robust Facial Traits Recognition CVPR 2015 Shepard Convolutional Neural Networks NeurIPS 2015 Show and Tell: A Neural Image Caption Generator CVPR 2015 Similarity-based Contrastive Divergence Methods for Energy-based Deep Learning Models ACML 2015 Simple, Efficient, and Neural Algorithms for Sparse Coding COLT 2015 Simultaneous Feature Learning and Hash Coding With Deep Neural Networks CVPR 2015 Simultaneous Local Binary Feature Learning and Encoding for Face Recognition ICCV 2015 Single Image 3D Without a Single 3D Image ICCV 2015 Single Image Super-Resolution From Transformed Self-Exemplars CVPR 2015 Sketch-Based 3D Shape Retrieval Using Convolutional Neural Networks CVPR 2015 Skip-Thought Vectors NeurIPS 2015 Sparse Composite Quantization CVPR 2015 Sparse Convolutional Neural Networks CVPR 2015 Sparse Projections for High-Dimensional Binary Codes CVPR 2015 Sparse Submodular Probabilistic PCA AISTATS 2015