Multi-Task Learning with Labeled and Unlabeled Tasks

21 February 2016

Papers citing "Multi-Task Learning with Labeled and Unlabeled Tasks"

22 / 22 papers shown

Title
Scalarization for Multi-Task and Multi-Domain Learning at Scale Amelie Royer Tijmen Blankevoort B. Bejnordi 38 17 0 13 Oct 2023
Best-Effort Adaptation Pranjal Awasthi Corinna Cortes M. Mohri 24 7 0 10 May 2023
AdaTask: Adaptive Multitask Online Learning Pierre Laforgue Andrea Della Vecchia Nicolò Cesa-Bianchi Lorenzo Rosasco 25 2 0 31 May 2022
Semi-supervised Multi-task Learning for Semantics and Depth Yufeng Wang Yi-Hsuan Tsai Wei-Chih Hung Wenrui Ding Shuo Liu Ming-Hsuan Yang 33 18 0 14 Oct 2021
See Yourself in Others: Attending Multiple Tasks for Own Failure Detection Bo Sun Jiaxu Xing Hermann Blum Roland Siegwart Cesar Cadena 41 12 0 06 Oct 2021
Disentangling Transfer and Interference in Multi-Domain Learning Yipeng Zhang Tyler L. Hayes Christopher Kanan 53 3 0 02 Jul 2021
Generative Modeling for Multi-task Visual Learning Zhipeng Bao M. Hebert Yu-xiong Wang 22 17 0 25 Jun 2021
Multitask Online Mirror Descent Nicolò Cesa-Bianchi Pierre Laforgue Andrea Paudice Massimiliano Pontil LRM 24 6 0 04 Jun 2021
How to distribute data across tasks for meta-learning? Alexandru Cioba Michael Bromberg Qian Wang R. Niyogi Georgios Batzolis Jezabel R. Garcia Da-shan Shiu A. Bernacchia FedML 16 8 0 15 Mar 2021
Multi-task Learning by Leveraging the Semantic Information Fan Zhou B. Chaib-draa Boyu Wang 35 12 0 03 Mar 2021
On Localized Discrepancy for Domain Adaptation Yuchen Zhang Mingsheng Long Jianmin Wang Michael I. Jordan 23 18 0 14 Aug 2020
Understanding and Improving Information Transfer in Multi-Task Learning Sen Wu Hongyang R. Zhang Christopher Ré 18 154 0 02 May 2020
Handling Missing Annotations in Supervised Learning Data Alaa E. Abdel-Hakim Wael A. Deabes 12 2 0 17 Feb 2020
Model Compression with Two-stage Multi-teacher Knowledge Distillation for Web Question Answering System Ze Yang Linjun Shou Ming Gong Wutao Lin Daxin Jiang 28 92 0 18 Oct 2019
Which Tasks Should Be Learned Together in Multi-task Learning? Trevor Scott Standley Amir Zamir Dawn Chen Leonidas J. Guibas Jitendra Malik Silvio Savarese 26 503 0 18 May 2019
Federated Multi-task Hierarchical Attention Model for Sensor Analytics Yujing Chen Yue Ning Zheng Chai Huzefa Rangwala 35 6 0 13 May 2019
A Principled Approach for Learning Task Similarity in Multitask Learning Changjian Shui Mahdieh Abbasi Louis-Émile Robitaille Boyu Wang Christian Gagné 29 56 0 21 Mar 2019
Robust Learning from Untrusted Sources Nikola Konstantinov Christoph H. Lampert FedML OOD 19 71 0 29 Jan 2019
Taskonomy: Disentangling Task Transfer Learning Amir Zamir Alexander Sax Bokui (William) Shen Leonidas J. Guibas Jitendra Malik Silvio Savarese 36 1,206 0 23 Apr 2018
A Survey on Multi-Task Learning Yu Zhang Qiang Yang AIMat 86 2,173 0 25 Jul 2017
Learning Task Grouping and Overlap in Multi-task Learning Abhishek Kumar Hal Daumé 184 526 0 27 Jun 2012
Domain Adaptation: Learning Bounds and Algorithms Yishay Mansour M. Mohri Afshin Rostamizadeh 179 793 0 19 Feb 2009