Multi-Task Learning

Revisiting Multi-Task Learning with ROCK: a Deep Residual Auxiliary Block for Visual Detection NeurIPS 2018 Transfer and Multi-Task Learning for Noun–Noun Compound Interpretation EMNLP 2018 What can we learn from Semantic Tagging? EMNLP 2018 Active Learning from Peers NeurIPS 2017 Deep Multi-Task Learning for Aspect Term Extraction with Memory Interaction EMNLP 2017 Multi-Task Learning for Contextual Bandits NeurIPS 2017 Multi-Task Learning of Keyphrase Boundary Classification ACL 2017 Deep Neural Network Based Acoustic-to-Articulatory Inversion Using Phone Sequence Information Interspeech 2016 Rotating Your Face Using Multi-Task Deep Neural Network CVPR 2015 Deep Joint Task Learning for Generic Object Extraction NeurIPS 2014 Learning Multiple Tasks in Parallel with a Shared Annotator NeurIPS 2014 QUIC & DIRTY: A Quadratic Approximation Approach for Dirty Statistical Models NeurIPS 2014 Learning Multiple Tasks using Shared Hypotheses NeurIPS 2012 Minimax Multi-Task Learning and a Generalized Loss-Compositional Paradigm for MTL NeurIPS 2012 Infinite Latent SVM for Classification and Multi-task Learning NeurIPS 2011 Online Learning of Multiple Tasks and Their Relationships AISTATS 2011 A Dirty Model for Multi-task Learning NeurIPS 2010 Towards Holistic Scene Understanding: Feedback Enabled Cascaded Classification Models NeurIPS 2010 Heterogeneous multitask learning with joint sparsity constraints NeurIPS 2009 Clustered Multi-Task Learning: A Convex Formulation NeurIPS 2008