Multi-Task Learning for Dense Prediction Tasks: A Survey

Multi-Task Learning for Dense Prediction Tasks: A Survey

28 April 2020

Simon Vandenhende

Stamatios Georgoulis

Wouter Van Gansbeke

Luc Van Gool

Papers citing "Multi-Task Learning for Dense Prediction Tasks: A Survey"

14 / 14 papers shown

Title
Tri-MTL: A Triple Multitask Learning Approach for Respiratory Disease Diagnosis June-Woo Kim Sanghoon Lee Miika Toikkanen Daehwan Hwang Kyunghoon Kim 26 0 0 06 May 2025
DsMtGCN: A Direction-sensitive Multi-task framework for Knowledge Graph Completion Jining Wang Chuan Chen Zibin Zheng Yuren Zhou 28 1 0 17 Jun 2023
Adaptive Pattern Extraction Multi-Task Learning for Multi-Step Conversion Estimations Xuewen Tao Mingming Ha Xiaobo Guo Qiongxu Ma Ho Kei Cheng Wenfang Lin 16 0 0 06 Jan 2023
Cross-Stitched Multi-task Dual Recursive Networks for Unified Single Image Deraining and Desnowing Sotiris Karavarsamis Alexandros Doumanoglou Konstantinos Konstantoudakis D. Zarpalas 6 1 0 15 Nov 2022
A Tree-Structured Multi-Task Model Recommender Lijun Zhang Xiao Liu Hui Guan LRM VLM 21 10 0 10 Mar 2022
Heterogeneous Multi-task Learning with Expert Diversity Raquel Y. S. Aoki Frederick Tung Gabriel L. Oliveira MoE 31 22 0 20 Jun 2021
Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation Suman Saha Anton Obukhov D. Paudel Menelaos Kanakis Yuhua Chen Stamatios Georgoulis Luc Van Gool OOD 31 55 0 17 May 2021
Code Completion by Modeling Flattened Abstract Syntax Trees as Graphs Yanlin Wang Hui Li 10 85 0 17 Mar 2021
Attention-Enhanced Cross-Task Network for Analysing Multiple Attributes of Lung Nodules in CT Xiaohang Fu Lei Bi Ashnil Kumar M. Fulham Jinman Kim 6 29 0 05 Mar 2021
Just Pick a Sign: Optimizing Deep Multitask Models with Gradient Sign Dropout Zhao Chen Jiquan Ngiam Yanping Huang Thang Luong Henrik Kretzschmar Yuning Chai Dragomir Anguelov 35 206 0 14 Oct 2020
Commands 4 Autonomous Vehicles (C4AV) Workshop Summary Thierry Deruyttere Simon Vandenhende Dusan Grujicic Yu Liu Luc Van Gool Matthew Blaschko Tinne Tuytelaars Marie-Francine Moens 22 6 0 18 Sep 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,950 0 20 Apr 2018
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,326 0 05 Nov 2016
Learning Task Grouping and Overlap in Multi-task Learning Abhishek Kumar Hal Daumé 179 524 0 27 Jun 2012