feature learning

The Information Sieve ICML 2016 TI-Pooling: Transformation-Invariant Pooling for Feature Learning in Convolutional Neural Networks CVPR 2016 Toward Deeper Understanding of Neural Networks: The Power of Initialization and a Dual View on Expressivity NeurIPS 2016 Unsupervised Learning of Acoustic Units Using Autoencoders and Kohonen Nets Interspeech 2016 WarpNet: Weakly Supervised Matching for Single-View Reconstruction CVPR 2016 We Are Humor Beings: Understanding and Predicting Visual Humor CVPR 2016 3D Deep Shape Descriptor CVPR 2015 Adaptively Unified Semi-Supervised Dictionary Learning With Active Points ICCV 2015 An Improved Deep Learning Architecture for Person Re-Identification CVPR 2015 A Nonparametric Bayesian Approach Toward Stacked Convolutional Independent Component Analysis ICCV 2015 Automatically Discovering Local Visual Material Attributes CVPR 2015 Beyond Spatial Pooling: Fine-Grained Representation Learning in Multiple Domains CVPR 2015 Classifier Learning With Hidden Information CVPR 2015 Collaborative Feature Learning From Social Media CVPR 2015 Convex Learning of Multiple Tasks and their Structure ICML 2015 Convolutional Networks on Graphs for Learning Molecular Fingerprints NeurIPS 2015 DEEP-CARVING: Discovering Visual Attributes by Carving Deep Neural Nets CVPR 2015 DeepContour: A Deep Convolutional Feature Learned by Positive-Sharing Loss for Contour Detection CVPR 2015 Deeply Learned Face Representations Are Sparse, Selective, and Robust CVPR 2015 DeepShape: Deep Learned Shape Descriptor for 3D Shape Matching and Retrieval CVPR 2015 Discriminative Robust Transformation Learning NeurIPS 2015 Domain Generalization for Object Recognition With Multi-Task Autoencoders ICCV 2015 Efficient Second-Order Gradient Boosting for Conditional Random Fields AISTATS 2015 Fast and Flexible Convolutional Sparse Coding CVPR 2015 Feedforward Semantic Segmentation With Zoom-Out Features CVPR 2015