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Multi-Task Learning

519 directly classified papers

Papers per year

Papers

Exploring Multi-task Learning Based Gender Recognition and Age Estimation for Class-imbalanced Data INTERSPEECH 2022
SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction NAACL 2022
Hierarchical Tagger with Multi-task Learning for Cross-domain Slot Filling INTERSPEECH 2022
On the Statistical Benefits of Curriculum Learning ICML 2022
Towards an Understanding of Default Policies in Multitask Policy Optimization AISTATS 2022
Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders ICML 2022
Multi-Task Learning as a Bargaining Game ICML 2022
DeepDPM: Deep Clustering With an Unknown Number of Clusters CVPR 2022
A Multi-objective / Multi-task Learning Framework Induced by Pareto Stationarity ICML 2022
Controllable Dynamic Multi-Task Architectures CVPR 2022
Beyond Emotion: A Multi-Modal Dataset for Human Desire Understanding NAACL 2022
Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data ACL 2022
MetaWeighting: Learning to Weight Tasks in Multi-Task Learning ACL 2022
Learning Multiple Adverse Weather Removal via Two-Stage Knowledge Learning and Multi-Contrastive Regularization: Toward a Unified Model CVPR 2022
Findings of the Shared Task on Multi-task Learning in Dravidian Languages ACL 2022
Joint Video Summarization and Moment Localization by Cross-Task Sample Transfer CVPR 2022
Q-Learning Scheduler for Multi Task Learning Through the use of Histogram of Task Uncertainty ACL 2022
Acoustic-to-articulatory Speech Inversion with Multi-task Learning INTERSPEECH 2022
MTI-Net: A Multi-Target Speech Intelligibility Prediction Model INTERSPEECH 2022
A Transfer and Multi-Task Learning based Approach for MOS Prediction INTERSPEECH 2022
Multitask Learning for Low Resource Spoken Language Understanding INTERSPEECH 2022
Non-intrusive Speech Quality Assessment with a Multi-Task Learning based Subband Adaptive Attention Temporal Convolutional Neural Network INTERSPEECH 2022
Variations of multi-task learning for spoken language assessment INTERSPEECH 2022
Many Hands Make Light Work: Using Essay Traits to Automatically Score Essays NAACL 2022
Constrained Multi-Task Learning for Bridging Resolution ACL 2022