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Multi-Task Learning

955 directly classified papers

Papers per year

Papers

Deep Network Flow for Multi-Object Tracking CVPR 2017
Deep Multi-Task Learning for Aspect Term Extraction with Memory Interaction EMNLP 2017
Alternative Approaches to Neural Network Based Speaker Verification INTERSPEECH 2017
Dynamic Multi-Task Learning with Convolutional Neural Network IJCAI 2017
Confident Multiple Choice Learning ICML 2017
Joint Learning of Dialog Act Segmentation and Recognition in Spoken Dialog Using Neural Networks IJCNLP 2017
Weakly Supervised Actor-Action Segmentation via Robust Multi-Task Ranking CVPR 2017
Jointly Learning Energy Expenditures and Activities Using Egocentric Multimodal Signals CVPR 2017
Deep MANTA: A Coarse-To-Fine Many-Task Network for Joint 2D and 3D Vehicle Analysis From Monocular Image CVPR 2017
Dense Captioning With Joint Inference and Visual Context CVPR 2017
CLKN: Cascaded Lucas-Kanade Networks for Image Alignment CVPR 2017
Twitter Demographic Classification Using Deep Multi-modal Multi-task Learning ACL 2017
Multi-Task Learning of Keyphrase Boundary Classification ACL 2017
Semi-supervised Multitask Learning for Sequence Labeling ACL 2017
Deep Multitask Learning for Semantic Dependency Parsing ACL 2017
Multi-Task Video Captioning with Video and Entailment Generation ACL 2017
Domain Attention with an Ensemble of Experts ACL 2017
Learning attention for historical text normalization by learning to pronounce ACL 2017
Identifying beneficial task relations for multi-task learning in deep neural networks EACL 2017
Adversarial Multi-Task Learning of Deep Neural Networks for Robust Speech Recognition INTERSPEECH 2016
DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation CVPR 2016
Learning Structured Inference Neural Networks With Label Relations CVPR 2016
Multi-Scale Patch Aggregation (MPA) for Simultaneous Detection and Segmentation CVPR 2016
Instance-Aware Semantic Segmentation via Multi-Task Network Cascades CVPR 2016
Constrained Joint Cascade Regression Framework for Simultaneous Facial Action Unit Recognition and Facial Landmark Detection CVPR 2016