Architectures

Deep Visual Analogy-Making NeurIPS 2015 Deep Visual-Semantic Alignments for Generating Image Descriptions CVPR 2015 Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification ICCV 2015 Dense Optical Flow Prediction From a Static Image ICCV 2015 Depth and Surface Normal Estimation From Monocular Images Using Regression on Deep Features and Hierarchical CRFs CVPR 2015 Describing Videos by Exploiting Temporal Structure ICCV 2015 Designing Deep Networks for Surface Normal Estimation CVPR 2015 Detailed Full-Body Reconstructions of Moving People From Monocular RGB-D Sequences ICCV 2015 DevNet: A Deep Event Network for Multimedia Event Detection and Evidence Recounting CVPR 2015 Differential Recurrent Neural Networks for Action Recognition ICCV 2015 Direct Intrinsics: Learning Albedo-Shading Decomposition by Convolutional Regression ICCV 2015 Discrete Reproducing Kernel Hilbert Spaces: Sampling and Distribution of Dirac-masses JMLR 2015 Discriminative Learning of Deep Convolutional Feature Point Descriptors ICCV 2015 Domain Generalization for Object Recognition With Multi-Task Autoencoders ICCV 2015 Double Nyström Method: An Efficient and Accurate Nyström Scheme for Large-Scale Data Sets ICML 2015 DRAW: A Recurrent Neural Network For Image Generation ICML 2015 Efficient ConvNet-Based Marker-Less Motion Capture in General Scenes With a Low Number of Cameras CVPR 2015 Efficient Object Localization Using Convolutional Networks CVPR 2015 Efficient Representations for Lifelong Learning and Autoencoding COLT 2015 End-to-End Integration of a Convolution Network, Deformable Parts Model and Non-Maximum Suppression CVPR 2015 End-To-End Memory Networks NeurIPS 2015 Enforcing balance allows local supervised learning in spiking recurrent networks NeurIPS 2015 Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks NeurIPS 2015 Feedforward Semantic Segmentation With Zoom-Out Features CVPR 2015 Finding Action Tubes CVPR 2015