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| Learning Multi-Domain Convolutional Neural Networks for Visual Tracking | Oct 27, 2015 | Binary ClassificationGeneral Classification | CodeCode Available | 0 |
| A 'Gibbs-Newton' Technique for Enhanced Inference of Multivariate Polya Parameters and Topic Models | Oct 22, 2015 | Binary ClassificationTopic Models | —Unverified | 0 |
| Transductive Optimization of Top k Precision | Oct 20, 2015 | Binary ClassificationInformation Retrieval | —Unverified | 0 |
| Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches | Oct 20, 2015 | Binary ClassificationStereo Matching | CodeCode Available | 1 |
| Functional Frank-Wolfe Boosting for General Loss Functions | Oct 9, 2015 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| The Knowledge Gradient with Logistic Belief Models for Binary Classification | Oct 8, 2015 | Binary ClassificationClassification | —Unverified | 0 |
| Boosting in the presence of outliers: adaptive classification with non-convex loss functions | Oct 5, 2015 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Optimal Binary Classifier Aggregation for General Losses | Oct 1, 2015 | Binary ClassificationGeneral Classification | CodeCode Available | 0 |
| Supersizing Self-supervision: Learning to Grasp from 50K Tries and 700 Robot Hours | Sep 23, 2015 | Binary Classification | —Unverified | 0 |
