Deep Learning

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 Direction Matters: Depth Estimation With a Surface Normal Classifier CVPR 2015 Discovering States and Transformations in Image Collections CVPR 2015 Discrete Reproducing Kernel Hilbert Spaces: Sampling and Distribution of Dirac-masses JMLR 2015 Discriminative Learning of Deep Convolutional Feature Point Descriptors ICCV 2015 Discriminative Learning of Iteration-Wise Priors for Blind Deconvolution CVPR 2015 Discriminative Robust Transformation Learning NeurIPS 2015 Discriminative Shape From Shading in Uncalibrated Illumination CVPR 2015 Domain Generalization for Object Recognition With Multi-Task Autoencoders ICCV 2015 Don't Just Listen, Use Your Imagination: Leveraging Visual Common Sense for Non-Visual Tasks CVPR 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 Dynamically Encoded Actions Based on Spacetime Saliency CVPR 2015 Efficient and Accurate Approximations of Nonlinear Convolutional Networks CVPR 2015 Efficient ConvNet-Based Marker-Less Motion Capture in General Scenes With a Low Number of Cameras CVPR 2015 Efficient Exact Gradient Update for training Deep Networks with Very Large Sparse Targets NeurIPS 2015 Efficient Label Collection for Unlabeled Image Datasets CVPR 2015 Efficient Learning by Directed Acyclic Graph For Resource Constrained Prediction NeurIPS 2015 Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo CVPR 2015 Efficient Non-greedy Optimization of Decision Trees NeurIPS 2015 Efficient Object Localization Using Convolutional Networks CVPR 2015 Efficient Representations for Lifelong Learning and Autoencoding COLT 2015