Representation Learning

Task-Driven Feature Pooling for Image Classification ICCV 2015 Temporally Coherent Interpretations for Long Videos Using Pattern Theory CVPR 2015 Tensor Factorization via Matrix Factorization AISTATS 2015 Tensor principal component analysis via sum-of-square proofs COLT 2015 Texture Representations for Image and Video Synthesis CVPR 2015 The Algebraic Combinatorial Approach for Low-Rank Matrix Completion JMLR 2015 The Poisson Gamma Belief Network NeurIPS 2015 The Stitched Puppet: A Graphical Model of 3D Human Shape and Pose CVPR 2015 The Treasure Beneath Convolutional Layers: Cross-Convolutional-Layer Pooling for Image Classification CVPR 2015 Time-Sensitive Recommendation From Recurrent User Activities NeurIPS 2015 Towards a Lower Sample Complexity for Robust One-bit Compressed Sensing ICML 2015 Training Very Deep Networks NeurIPS 2015 Transformation-Invariant Convolutional Jungles CVPR 2015 Understanding and Evaluating Sparse Linear Discriminant Analysis AISTATS 2015 Understanding and Predicting Image Memorability at a Large Scale ICCV 2015 Understanding Deep Image Representations by Inverting Them CVPR 2015 Understanding Image Representations by Measuring Their Equivariance and Equivalence CVPR 2015 Understanding Tools: Task-Oriented Object Modeling, Learning and Recognition CVPR 2015 Universal Value Function Approximators ICML 2015 Unsupervised Domain Adaptation for Zero-Shot Learning ICCV 2015 Unsupervised Learning of Visual Representations Using Videos ICCV 2015 Unsupervised Riemannian Metric Learning for Histograms Using Aitchison Transformations ICML 2015 Unsupervised Visual Representation Learning by Context Prediction ICCV 2015 Variational Generative Stochastic Networks with Collaborative Shaping ICML 2015 Video Event Recognition With Deep Hierarchical Context Model CVPR 2015