A Survey on Multi-Task Learning

25 July 2017

Papers citing "A Survey on Multi-Task Learning"

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Title
Advancing Head and Neck Cancer Survival Prediction via Multi-Label Learning and Deep Model Interpretation Meixu Chen Kai Wang Jing Wang 21 0 0 09 May 2024
Towards Incremental Learning in Large Language Models: A Critical Review M. Jovanovic Peter Voss ELM CLL KELM 43 5 0 28 Apr 2024
Low-Rank Knowledge Decomposition for Medical Foundation Models Yuhang Zhou Haolin Li Siyuan Du Jiangchao Yao Ya Zhang Yanfeng Wang 28 3 0 26 Apr 2024
Machine Learning Techniques for MRI Data Processing at Expanding Scale Taro Langner 35 0 0 22 Apr 2024
Fair Concurrent Training of Multiple Models in Federated Learning Marie Siew Haoran Zhang Jong-Ik Park Yuezhou Liu Yichen Ruan Lili Su Stratis Ioannidis Edmund Yeh Carlee Joe-Wong FedML 38 3 0 22 Apr 2024
Grasper: A Generalist Pursuer for Pursuit-Evasion Problems Pengdeng Li Shuxin Li Xinrun Wang Jakub Cerny Youzhi Zhang Stephen McAleer Hau Chan Bo An 42 1 0 19 Apr 2024
TIMIT Speaker Profiling: A Comparison of Multi-task learning and Single-task learning Approaches Rong Wang Kun Sun 16 0 0 18 Apr 2024
Physical formula enhanced multi-task learning for pharmacokinetics prediction Ruifeng Li Dongzhan Zhou Ancheng Shen Ao Zhang Mao Su ... Gang Chen Yin Zhang Shufei Zhang Yuqiang Li Wanli Ouyang 29 2 0 16 Apr 2024
Data-Driven Preference Sampling for Pareto Front Learning Rongguang Ye Lei Chen Weiduo Liao Jinyuan Zhang H. Ishibuchi 33 2 0 12 Apr 2024
Multi-Task Learning for Features Extraction in Financial Annual Reports Syrielle Montariol Matej Martinc Andraz Pelicon Senja Pollak Boshko Koloski Igor Loncarski Aljoša Valentinčič 17 2 0 08 Apr 2024
Multi-Task Learning as enabler for General-Purpose AI-native RAN Hasan Farooq Julien Forgeat Shruti Bothe K. Čyras Md Moin 36 0 0 05 Apr 2024
Multi-task learning via robust regularized clustering with non-convex group penalties Akira Okazaki Shuichi Kawano OOD 24 0 0 04 Apr 2024
MTLight: Efficient Multi-Task Reinforcement Learning for Traffic Signal Control Liwen Zhu Peixi Peng Zongqing Lu Yonghong Tian 21 2 0 01 Apr 2024
Modeling Output-Level Task Relatedness in Multi-Task Learning with Feedback Mechanism Xiangming Xi Feng Gao Jun Xu Fangtai Guo Tianlei Jin 27 0 0 01 Apr 2024
MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning Ahmed A. Agiza Marina Neseem Sherief Reda MoE 50 12 0 29 Mar 2024
FastCAR: Fast Classification And Regression Multi-Task Learning via Task Consolidation for Modelling a Continuous Property Variable of Object Classes Anoop Kini A. Jansche T. Bernthaler Gerhard Schneider 28 0 0 26 Mar 2024
InterHandGen: Two-Hand Interaction Generation via Cascaded Reverse Diffusion Jihyun Lee Shunsuke Saito Giljoo Nam Minhyuk Sung Tae-Kyun Kim 45 11 0 26 Mar 2024
Multi-Task Learning with Multi-Task Optimization Lu Bai Abhishek Gupta Yew-Soon Ong 34 2 0 24 Mar 2024
Are NeRFs ready for autonomous driving? Towards closing the real-to-simulation gap Carl Lindström Georg Hess Adam Lilja M. Fatemi Lars Hammarstrand Christoffer Petersson Lennart Svensson AI4CE 46 10 0 24 Mar 2024
Configurable Holography: Towards Display and Scene Adaptation Yicheng Zhan Liang Shi Wojciech Matusik Qi Sun K. Akşit 35 0 0 24 Mar 2024
DiffusionMTL: Learning Multi-Task Denoising Diffusion Model from Partially Annotated Data Hanrong Ye Dan Xu DiffM 65 5 0 22 Mar 2024
Loop Improvement: An Efficient Approach for Extracting Shared Features from Heterogeneous Data without Central Server Fei Li C. K. Loo W. S. Liew Xiaofeng Liu FedML 29 0 0 21 Mar 2024
Regularization-Based Efficient Continual Learning in Deep State-Space Models Yuanhang Zhang Zhidi Lin Yiyong Sun Feng Yin Carsten Fritsche CLL 26 2 0 15 Mar 2024
Fisher Mask Nodes for Language Model Merging Thennal D K Ganesh Nathan Suchithra M S MoMe AI4CE 47 5 0 14 Mar 2024
Machine Learning Techniques for Sensor-based Human Activity Recognition with Data Heterogeneity -- A Review Xiaozhou Ye Kouichi Sakurai Nirmal Nair Kevin I-Kai Wang 23 7 0 12 Mar 2024
Towards In-Vehicle Multi-Task Facial Attribute Recognition: Investigating Synthetic Data and Vision Foundation Models Esmaeil Seraj Walter Talamonti 30 0 0 10 Mar 2024
CoTBal: Comprehensive Task Balancing for Multi-Task Visual Instruction Tuning Yanqi Dai Dong Jing Nanyi Fei Zhiwu Lu Nanyi Fei Guoxing Yang Zhiwu Lu 58 3 0 07 Mar 2024
Can Audio Reveal Music Performance Difficulty? Insights from the Piano Syllabus Dataset Pedro Ramoneda Minhee Lee Dasaem Jeong J. J. Valero-Mas Xavier Serra 31 1 0 06 Mar 2024
Learning to Maximize Mutual Information for Chain-of-Thought Distillation Xin Chen Hanxian Huang Yanjun Gao Yi Wang Jishen Zhao Ke Ding 45 12 0 05 Mar 2024
A Backpack Full of Skills: Egocentric Video Understanding with Diverse Task Perspectives Simone Alberto Peirone Francesca Pistilli A. Alliegro Giuseppe Averta EgoV 35 5 0 05 Mar 2024
Demonstrating Mutual Reinforcement Effect through Information Flow Chengguang Gan Xuzheng He Qinghao Zhang Tatsunori Mori 19 0 0 05 Mar 2024
Pareto-Optimal Estimation and Policy Learning on Short-term and Long-term Treatment Effects Yingrong Wang Anpeng Wu Haoxuan Li Weiming Liu Qiaowei Miao Ruoxuan Xiong Fei Wu Kun Kuang 50 0 0 05 Mar 2024
Training-Free Pretrained Model Merging Zhenxing Xu Ke Yuan Huiqiong Wang Yong Wang Mingli Song Mingli Song MoMe 32 15 0 04 Mar 2024
Large Convolutional Model Tuning via Filter Subspace Wei Chen Zichen Miao Qiang Qiu 59 3 0 01 Mar 2024
UNITS: A Unified Multi-Task Time Series Model Shanghua Gao Teddy Koker Owen Queen Thomas Hartvigsen Theodoros Tsiligkaridis Marinka Zitnik AI4TS 43 17 0 29 Feb 2024
Effective Two-Stage Knowledge Transfer for Multi-Entity Cross-Domain Recommendation Jianyu Guan Zongming Yin Tianyi Zhang Leihui Chen Yin Zhang Fei Huang Jufeng Chen Shuguang Han 24 1 0 29 Feb 2024
To Pool or Not To Pool: Analyzing the Regularizing Effects of Group-Fair Training on Shared Models Cyrus Cousins I. E. Kumar Suresh Venkatasubramanian FedML 41 1 0 29 Feb 2024
NocPlace: Nocturnal Visual Place Recognition via Generative and Inherited Knowledge Transfer Bingxi Liu Yiqun Wang Huaqi Tao Tingjun Huang Fulin Tang Yihong Wu Jinqiang Cui Hong Zhang 42 1 0 27 Feb 2024
Towards Environmental Preference Based Speech Enhancement For Individualised Multi-Modal Hearing Aids Jasper Kirton-Wingate Shafique Ahmed Adeel Hussain M. Gogate K. Dashtipour Jen-Cheng Hou Tassadaq Hussain Yu Tsao Amir Hussain 26 0 0 26 Feb 2024
Fair Resource Allocation in Multi-Task Learning Hao Ban Kaiyi Ji 35 11 0 23 Feb 2024
Alternating Weak Triphone/BPE Alignment Supervision from Hybrid Model Improves End-to-End ASR Jintao Jiang Yingbo Gao Mohammad Zeineldeen Zoltán Tüske 34 0 0 23 Feb 2024
A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends Abolfazl Younesi Mohsen Ansari Mohammadamin Fazli A. Ejlali Muhammad Shafique Joerg Henkel 3DV 52 45 0 23 Feb 2024
Multi-Task Learning for Routing Problem with Cross-Problem Zero-Shot Generalization Fei Liu Xi Lin Zhenkun Wang Qingfu Zhang Xialiang Tong Mingxuan Yuan 31 20 0 23 Feb 2024
Towards Principled Task Grouping for Multi-Task Learning Chenguang Wang Xuanhao Pan Tianshu Yu 38 0 0 23 Feb 2024
LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models Yifan Yang Jiajun Zhou Ngai Wong Zheng Zhang 29 7 0 18 Feb 2024
Efficient Multi-task Uncertainties for Joint Semantic Segmentation and Monocular Depth Estimation S. Landgraf Markus Hillemann Theodor Kapler Markus Ulrich UQCV 36 8 0 16 Feb 2024
MEL: Efficient Multi-Task Evolutionary Learning for High-Dimensional Feature Selection Xubin Wang Haojiong Shangguan Fengyi Huang Shangrui Wu Weijia Jia 17 9 0 14 Feb 2024
Fairness Auditing with Multi-Agent Collaboration M. Vos Akash Dhasade Jade Garcia Bourrée Anne-Marie Kermarrec Erwan Le Merrer Benoit Rottembourg Gilles Tredan MLAU 26 1 0 13 Feb 2024
Explaining Veracity Predictions with Evidence Summarization: A Multi-Task Model Approach R. Çekinel Pinar Senkul AAML 36 3 0 09 Feb 2024
Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning Zhiheng Xi Wenxiang Chen Boyang Hong Senjie Jin Rui Zheng ... Xinbo Zhang Peng Sun Tao Gui Qi Zhang Xuanjing Huang LRM 42 22 0 08 Feb 2024