Feature Learning

Path Aggregation Network for Instance Segmentation CVPR 2018 Person Re-identification by Mid-level Attribute and Part-based Identity Learning ACML 2018 Learning Deep Context-Aware Features Over Body and Latent Parts for Person Re-Identification CVPR 2017 Learning Discriminative and Transformation Covariant Local Feature Detectors CVPR 2017 Compact Bilinear Pooling CVPR 2016 Convolutional Networks on Graphs for Learning Molecular Fingerprints NeurIPS 2015 Discriminative Robust Transformation Learning NeurIPS 2015 Rectified Factor Networks NeurIPS 2015 BING: Binarized Normed Gradients for Objectness Estimation at 300fps CVPR 2014 Discriminative Unsupervised Feature Learning with Convolutional Neural Networks NeurIPS 2014 Finding Matches in a Haystack: A Max-Pooling Strategy for Graph Matching in the Presence of Outliers CVPR 2014 On Multiplicative Multitask Feature Learning NeurIPS 2014 Self-Adaptable Templates for Feature Coding NeurIPS 2014 Stochastic Ratio Matching of RBMs for Sparse High-Dimensional Inputs NeurIPS 2013 Deep Learning of Invariant Features via Simulated Fixations in Video NeurIPS 2012 Deep Representations and Codes for Image Auto-Annotation NeurIPS 2012 Learning Invariant Representations of Molecules for Atomization Energy Prediction NeurIPS 2012 Semantic Kernel Forests from Multiple Taxonomies NeurIPS 2012 Hierarchical Matching Pursuit for Image Classification: Architecture and Fast Algorithms NeurIPS 2011 Selecting Receptive Fields in Deep Networks NeurIPS 2011 Deep Coding Network NeurIPS 2010 Energy Disaggregation via Discriminative Sparse Coding NeurIPS 2010 Learning Convolutional Feature Hierarchies for Visual Recognition NeurIPS 2010 Tiled convolutional neural networks NeurIPS 2010