Multi-Task Learning

Semi-supervised Multitask Learning for Sequence Labeling ACL 2017 Twitter Demographic Classification Using Deep Multi-modal Multi-task Learning ACL 2017 Using Target-side Monolingual Data for Neural Machine Translation through Multi-task Learning EMNLP 2017 Weakly Supervised Actor-Action Segmentation via Robust Multi-Task Ranking CVPR 2017 Webly Supervised Semantic Segmentation CVPR 2017 Adversarial Multi-Task Learning of Deep Neural Networks for Robust Speech Recognition Interspeech 2016 Constrained Joint Cascade Regression Framework for Simultaneous Facial Action Unit Recognition and Facial Landmark Detection CVPR 2016 Cross-Stitch Networks for Multi-Task Learning CVPR 2016 DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation CVPR 2016 DeepFashion: Powering Robust Clothes Recognition and Retrieval With Rich Annotations CVPR 2016 Embedding Label Structures for Fine-Grained Feature Representation CVPR 2016 Factors in Finetuning Deep Model for Object Detection With Long-Tail Distribution CVPR 2016 Instance-Aware Semantic Segmentation via Multi-Task Network Cascades CVPR 2016 Integrated perception with recurrent multi-task neural networks NeurIPS 2016 Joint Optimization of Denoising Autoencoder and DNN Acoustic Model Based on Multi-Target Learning for Noisy Speech Recognition Interspeech 2016 Joint Unsupervised Learning of Deep Representations and Image Clusters CVPR 2016 Keystroke dynamics as signal for shallow syntactic parsing COLING 2016 Learning Structured Inference Neural Networks With Label Relations CVPR 2016 Multi-Scale Patch Aggregation (MPA) for Simultaneous Detection and Segmentation CVPR 2016 Online Collaborative Learning for Open-Vocabulary Visual Classifiers CVPR 2016 Saliency Unified: A Deep Architecture for Simultaneous Eye Fixation Prediction and Salient Object Segmentation CVPR 2016 Curriculum Learning of Multiple Tasks CVPR 2015 Deeply Learned Attributes for Crowded Scene Understanding CVPR 2015 Hyper-Class Augmented and Regularized Deep Learning for Fine-Grained Image Classification CVPR 2015 Learning Multiple Visual Tasks While Discovering Their Structure CVPR 2015