Representation Learning

Deep Roto-Translation Scattering for Object Classification CVPR 2015 Deep Temporal Sigmoid Belief Networks for Sequence Modeling NeurIPS 2015 Deep Visual Analogy-Making NeurIPS 2015 Discriminative Learning of Iteration-Wise Priors for Blind Deconvolution CVPR 2015 Discriminative Robust Transformation Learning NeurIPS 2015 Dynamically Encoded Actions Based on Spacetime Saliency CVPR 2015 Efficient Object Localization Using Convolutional Networks CVPR 2015 Efficient Sparse-to-Dense Optical Flow Estimation Using a Learned Basis and Layers CVPR 2015 Embedding Inference for Structured Multilabel Prediction NeurIPS 2015 Exemplar SVMs as Visual Feature Encoders CVPR 2015 FAemb: A Function Approximation-Based Embedding Method for Image Retrieval CVPR 2015 Fast and Flexible Convolutional Sparse Coding CVPR 2015 Global Supervised Descent Method CVPR 2015 Hierarchical Sparse Coding With Geometric Prior For Visual Geo-Location CVPR 2015 Image Specificity CVPR 2015 Interaction Part Mining: A Mid-Level Approach for Fine-Grained Action Recognition CVPR 2015 Interleaved Text/Image Deep Mining on a Very Large-Scale Radiology Database CVPR 2015 Kernel Fusion for Better Image Deblurring CVPR 2015 Learning Lightness From Human Judgement on Relative Reflectance CVPR 2015 Learning to Compare Image Patches via Convolutional Neural Networks CVPR 2015 Learning to Linearize Under Uncertainty NeurIPS 2015 Learning to Transduce with Unbounded Memory NeurIPS 2015 Mid-Level Deep Pattern Mining CVPR 2015 Mind the Gap: A Generative Approach to Interpretable Feature Selection and Extraction NeurIPS 2015 Modeling Video Evolution for Action Recognition CVPR 2015