Representation Learning

Sequence to Sequence - Video to Text ICCV 2015 Shape Driven Kernel Adaptation in Convolutional Neural Network for Robust Facial Traits Recognition CVPR 2015 Simple, Efficient, and Neural Algorithms for Sparse Coding COLT 2015 Simultaneous Foreground Detection and Classification With Hybrid Features ICCV 2015 Simultaneous Pursuit of Sparseness and Rank Structures for Matrix Decomposition JMLR 2015 Simultaneous Video Defogging and Stereo Reconstruction CVPR 2015 Sketch-Based 3D Shape Retrieval Using Convolutional Neural Networks CVPR 2015 Skip-Thought Vectors NeurIPS 2015 SnFFT: A Julia Toolkit for Fourier Analysis of Functions over Permutations JMLR 2015 SOM: Semantic Obviousness Metric for Image Quality Assessment CVPR 2015 Space-Time Local Embeddings NeurIPS 2015 Sparse and Low-Rank Tensor Decomposition NeurIPS 2015 Sparse Composite Quantization CVPR 2015 Sparse Local Embeddings for Extreme Multi-label Classification NeurIPS 2015 Sparse PCA via Bipartite Matchings NeurIPS 2015 Sparse Representation Classification With Manifold Constraints Transfer CVPR 2015 Spectral Norm Regularization of Orthonormal Representations for Graph Transduction NeurIPS 2015 Stay on path: PCA along graph paths ICML 2015 Streaming Sparse Principal Component Analysis ICML 2015 Structural Sparse Tracking CVPR 2015 Sum-of-Squares Lower Bounds for Sparse PCA NeurIPS 2015 Super-Resolution Person Re-Identification With Semi-Coupled Low-Rank Discriminant Dictionary Learning CVPR 2015 Supervised Learning for Dynamical System Learning NeurIPS 2015 Supervised Mid-Level Features for Word Image Representation CVPR 2015 Symmetric Iterative Proportional Fitting AISTATS 2015