Multi-Task Learning

Learning Semantic Relationships for Better Action Retrieval in Images CVPR 2015 Multi-Objective Convolutional Learning for Face Labeling CVPR 2015 Multi-Task Deep Visual-Semantic Embedding for Video Thumbnail Selection CVPR 2015 Pedestrian Detection Aided by Deep Learning Semantic Tasks CVPR 2015 Rotating Your Face Using Multi-Task Deep Neural Network CVPR 2015 Visual Recognition by Learning From Web Data: A Weakly Supervised Domain Generalization Approach CVPR 2015 Decorrelating Semantic Visual Attributes by Resisting the Urge to Share CVPR 2014 Deep Joint Task Learning for Generic Object Extraction NeurIPS 2014 Multitask learning meets tensor factorization: task imputation via convex optimization NeurIPS 2014 QUIC & DIRTY: A Quadratic Approximation Approach for Dirty Statistical Models NeurIPS 2014 Robust Scale Estimation in Real-Time Monocular SFM for Autonomous Driving CVPR 2014 Two-Stream Convolutional Networks for Action Recognition in Videos NeurIPS 2014 Robust Multi-resolution Pedestrian Detection in Traffic Scenes CVPR 2013 Learning curves for multi-task Gaussian process regression NeurIPS 2012 Minimax Multi-Task Learning and a Generalized Loss-Compositional Paradigm for MTL NeurIPS 2012 Extracting Speaker-Specific Information with a Regularized Siamese Deep Network NeurIPS 2011 Learning from Neighboring Strokes: Combining Appearance and Context for Multi-Domain Sketch Recognition NeurIPS 2009 Sparse Convolved Gaussian Processes for Multi-output Regression NeurIPS 2008 Multi-Task Feature Learning NeurIPS 2006