Representation Learning

Conditional High-Order Boltzmann Machine: A Supervised Learning Model for Relation Learning ICCV 2015 Condition for Perfect Dimensionality Recovery by Variational Bayesian PCA JMLR 2015 Consistent Collective Matrix Completion under Joint Low Rank Structure AISTATS 2015 Context Aware Active Learning of Activity Recognition Models ICCV 2015 Continuous Visibility Feature CVPR 2015 Contour Guided Hierarchical Model for Shape Matching ICCV 2015 Convolutional Networks on Graphs for Learning Molecular Fingerprints NeurIPS 2015 Convolutional Sparse Coding for Image Super-Resolution ICCV 2015 Cross-domain recommendation without shared users or items by sharing latent vector distributions AISTATS 2015 Data-Driven Sparsity-Based Restoration of JPEG-Compressed Images in Dual Transform-Pixel Domain CVPR 2015 Dealing with small data: On the generalization of context trees ICML 2015 DeepContour: A Deep Convolutional Feature Learned by Positive-Sharing Loss for Contour Detection CVPR 2015 Deep Convolutional Inverse Graphics Network NeurIPS 2015 Deep Edge-Aware Filters ICML 2015 Deep Hashing for Compact Binary Codes Learning CVPR 2015 Deep LAC: Deep Localization, Alignment and Classification for Fine-Grained Recognition CVPR 2015 Deeply Learned Face Representations Are Sparse, Selective, and Robust CVPR 2015 Deeply Learning the Messages in Message Passing Inference NeurIPS 2015 Deep Multi-Patch Aggregation Network for Image Style, Aesthetics, and Quality Estimation ICCV 2015 Deep Poisson Factor Modeling NeurIPS 2015 Deep Semantic Ranking Based Hashing for Multi-Label Image Retrieval CVPR 2015 DeepShape: Deep Learned Shape Descriptor for 3D Shape Matching and Retrieval CVPR 2015 Deep Sparse Representation for Robust Image Registration CVPR 2015 Deep Visual Analogy-Making NeurIPS 2015 Depth Map Estimation and Colorization of Anaglyph Images Using Local Color Prior and Reverse Intensity Distribution ICCV 2015