Multi-Task Learning

On the Automatic Generation of Medical Imaging Reports ACL 2018 PAD-Net: Multi-Tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing CVPR 2018 Person Re-identification by Mid-level Attribute and Part-based Identity Learning ACML 2018 Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling CVPR 2018 Polyglot Semantic Role Labeling ACL 2018 Predicting News Headline Popularity with Syntactic and Semantic Knowledge Using Multi-Task Learning EMNLP 2018 Revisiting Multi-Task Learning with ROCK: a Deep Residual Auxiliary Block for Visual Detection NeurIPS 2018 Semi-Supervised Learning for Neural Keyphrase Generation EMNLP 2018 Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal CVPR 2018 Supervised Domain Enablement Attention for Personalized Domain Classification EMNLP 2018 Supervised Treebank Conversion: Data and Approaches ACL 2018 Syntactic Scaffolds for Semantic Structures EMNLP 2018 Taskonomy: Disentangling Task Transfer Learning CVPR 2018 Temporal Deformable Residual Networks for Action Segmentation in Videos CVPR 2018 Text Emotion Distribution Learning via Multi-Task Convolutional Neural Network IJCAI 2018 What can we learn from Semantic Tagging? EMNLP 2018 When does deep multi-task learning work for loosely related document classification tasks? EMNLP 2018 A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks EMNLP 2017 Alternative Approaches to Neural Network Based Speaker Verification Interspeech 2017 CERN: Confidence-Energy Recurrent Network for Group Activity Recognition CVPR 2017 CLKN: Cascaded Lucas-Kanade Networks for Image Alignment CVPR 2017 Confident Multiple Choice Learning ICML 2017 Consistent-Aware Deep Learning for Person Re-Identification in a Camera Network CVPR 2017 Consistent Multitask Learning with Nonlinear Output Relations NeurIPS 2017 Deep MANTA: A Coarse-To-Fine Many-Task Network for Joint 2D and 3D Vehicle Analysis From Monocular Image CVPR 2017