A Survey on Multi-Task Learning

25 July 2017

Papers citing "A Survey on Multi-Task Learning"

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Title
Bridging Speech Emotion Recognition and Personality: Dataset and Temporal Interaction Condition Network Yuan Gao Hao Shi Yahui Fu Chenhui Chu Tatsuya Kawahara 14 0 0 20 May 2025
Transfer Learning from Visual Speech Recognition to Mouthing Recognition in German Sign Language Dinh Nam Pham Eleftherios Avramidis SLR 25 0 0 20 May 2025
XDementNET: An Explainable Attention Based Deep Convolutional Network to Detect Alzheimer Progression from MRI data Soyabul Islam Lincoln Mirza Mohd Shahriar Maswood MedIm 25 0 0 20 May 2025
Towards Better Evaluation for Generated Patent Claims Lekang Jiang Pascal A Scherz Stephan Goetz ELM 30 0 0 16 May 2025
CAT Merging: A Training-Free Approach for Resolving Conflicts in Model Merging Wenju Sun Qingyong Li Yangli-ao Geng Boyang Li MoMe 40 0 0 11 May 2025
RiM: Record, Improve and Maintain Physical Well-being using Federated Learning Aditya Mishra Haroon R. Lone 21 0 0 09 May 2025
Boosting Statistic Learning with Synthetic Data from Pretrained Large Models Jialong Jiang Wenkang Hu Jian Huang Yuling Jiao Xu Liu DiffM 50 0 0 08 May 2025
MTL-UE: Learning to Learn Nothing for Multi-Task Learning Yi Yu Song Xia Siyuan Yang Chenqi Kong Wenhan Yang Shijian Lu Yap-Peng Tan Alex Chichung Kot 48 0 0 08 May 2025
Collaborative Multi-LoRA Experts with Achievement-based Multi-Tasks Loss for Unified Multimodal Information Extraction Li Yuan Yi Cai Xudong Shen Qing Li Qingbao Huang Zikun Deng Tao Wang MoMe OffRL MoE 46 0 0 08 May 2025
PARM: Multi-Objective Test-Time Alignment via Preference-Aware Autoregressive Reward Model Baijiong Lin Weisen Jiang Yuancheng Xu Hao Chen Ying-Cong Chen 33 0 0 06 May 2025
GeoERM: Geometry-Aware Multi-Task Representation Learning on Riemannian Manifolds Aoran Chen Yang Feng 31 0 0 05 May 2025
DIMT25@ICDAR2025: HW-TSC's End-to-End Document Image Machine Translation System Leveraging Large Vision-Language Model Zhanglin Wu Tengfei Song Ning Xie Feiyu Xiong Pengfei Li Shuang Wu Chong Li Junhao Zhu Hao Yang 39 0 0 24 Apr 2025
MTSGL: Multi-Task Structure Guided Learning for Robust and Interpretable SAR Aircraft Recognition Qishan He Lingjun Zhao Ru Luo Siqian Zhang Lin Lei Kefeng Ji Gangyao Kuang 27 0 0 23 Apr 2025
Multi-task Federated Learning with Encoder-Decoder Structure: Enabling Collaborative Learning Across Different Tasks Jingxuan Zhou Weidong Bao Ji Wang Dayu Zhang Xiongtao Zhang Yaohong Zhang FedML 47 1 0 14 Apr 2025
Efficient Multi-Task Modeling through Automated Fusion of Trained Models Jingxuan Zhou Weidong Bao Ji Wang Zhengyi Zhong Dayu Zhang MoMe 38 0 0 14 Apr 2025
Analogical Learning for Cross-Scenario Generalization: Framework and Application to Intelligent Localization Zirui Chen Zhaoyang Zhang Ziqing Xing Ridong Li Zhaohui Yang Richeng Jin Chongwen Huang YuZhi Yang Mérouane Debbah 26 1 0 09 Apr 2025
Les Dissonances: Cross-Tool Harvesting and Polluting in Multi-Tool Empowered LLM Agents Zichuan Li Jian Cui Xiaojing Liao Luyi Xing LLMAG 47 0 0 04 Apr 2025
Energy Weighted Learning Progress Guided Interleaved Multi-Task Learning Hanne Say S. E. Ada Emre Ugur Erhan Öztop CLL 45 0 0 01 Apr 2025
Hierarchical Adaptive Expert for Multimodal Sentiment Analysis Jiahao Qin Feng Liu Lu Zong 37 0 0 25 Mar 2025
SimMotionEdit: Text-Based Human Motion Editing with Motion Similarity Prediction Zhengyuan Li Kai Cheng Anindita Ghosh Uttaran Bhattacharya Liangyan Gui Aniket Bera DiffM VGen 50 0 0 23 Mar 2025
Learning to Interfere in Non-Orthogonal Multiple-Access Joint Source-Channel Coding Selim F. Yilmaz Can Karamanli Deniz Gündüz 47 1 0 23 Mar 2025
Preference-Guided Diffusion for Multi-Objective Offline Optimization Yashas Annadani Syrine Belakaria Stefano Ermon Stefan Bauer Barbara Engelhardt 50 1 0 21 Mar 2025
Landmarks Are Alike Yet Distinct: Harnessing Similarity and Individuality for One-Shot Medical Landmark Detection Xu He Zhen Huang Qingsong Yao Xiaoqian Zhou Shuoling Zhou 47 0 0 20 Mar 2025
TuneNSearch: a hybrid transfer learning and local search approach for solving vehicle routing problems Arthur Corrêa Cristóvão Silva Liming Xu Alexandra Brintrup Samuel Moniz 57 0 0 16 Mar 2025
Efficient Multi-Task Inferencing: Model Merging with Gromov-Wasserstein Feature Alignment Luyang Fang Ehsan Latif Haoran Lu Yue Zhou Ping Ma Xiaoming Zhai MoMe 86 0 0 12 Mar 2025
Extra Clients at No Extra Cost: Overcome Data Heterogeneity in Federated Learning with Filter Decomposition Wei Chen Qiang Qiu FedML 72 0 0 11 Mar 2025
Keeping Representation Similarity in Finetuning for Medical Image Analysis Wenqiang Zu Shenghao Xie Hao Chen Yiming Liang Lei Ma MedIm OOD 48 0 0 10 Mar 2025
Seeing Delta Parameters as JPEG Images: Data-Free Delta Compression with Discrete Cosine Transform Chenyu Huang Peng Ye Xueliang Wang Shenghe Zheng Biqing Qi Lei Bai Wanli Ouyang Tao Chen 36 0 0 09 Mar 2025
Statistical Deficiency for Task Inclusion Estimation Loïc Fosse Frédéric Béchet Benoit Favre Géraldine Damnati Gwénolé Lecorvé Maxime Darrin Philippe Formont Pablo Piantanida 201 0 0 07 Mar 2025
CACTUS: An Open Dataset and Framework for Automated Cardiac Assessment and Classification of Ultrasound Images Using Deep Transfer Learning Hanae Elmekki Ahmed Alagha Hani Sami Amanda Spilkin Antonela Mariel Zanuttini ... Philippe Pibarot R. Mizouni Hadi Otrok Shakti Singh Azzam Mourad 48 0 0 07 Mar 2025
Go Beyond Your Means: Unlearning with Per-Sample Gradient Orthogonalization Aviv Shamsian E. Shaar Aviv Navon Gal Chechik Ethan Fetaya MU 64 0 0 04 Mar 2025
Multi-Level Collaboration in Model Merging Qi Li Runpeng Yu Xinchao Wang MoMe FedML 96 0 0 03 Mar 2025
Gradient-Guided Annealing for Domain Generalization Aristotelis Ballas Christos Diou OOD 228 0 0 27 Feb 2025
Learning Policy Committees for Effective Personalization in MDPs with Diverse Tasks Luise Ge Michael Lanier Anindya Sarkar Bengisu Guresti Yevgeniy Vorobeychik Chongjie Zhang 47 0 0 26 Feb 2025
Sharper Risk Bound for Multi-Task Learning with Multi-Graph Dependent Data Xiao Shao Guoqiang Wu 60 0 0 25 Feb 2025
Urinary Tract Infection Detection in Digital Remote Monitoring: Strategies for Managing Participant-Specific Prediction Complexity Kexin Fan Alexander Capstick R. Nilforooshan Payam Barnaghi 44 0 0 18 Feb 2025
Low Tensor-Rank Adaptation of Kolmogorov--Arnold Networks Yihang Gao Michael K. Ng Vincent Y. F. Tan 77 0 0 17 Feb 2025
Low-Rank Agent-Specific Adaptation (LoRASA) for Multi-Agent Policy Learning Beining Zhang Aditya Kapoor Mingfei Sun 57 0 0 08 Feb 2025
Multi-task Online Learning for Probabilistic Load Forecasting Onintze Zaballa Verónica Álvarez Santiago Mazuelas 59 0 0 06 Feb 2025
Citation Recommendation based on Argumentative Zoning of User Queries Shutian Ma Chengzhi Zhang Heng Zhang Zheng Gao 43 1 0 30 Jan 2025
Task Arithmetic in Trust Region: A Training-Free Model Merging Approach to Navigate Knowledge Conflicts Wenju Sun Qingyong Li Wen Wang Yangli-ao Geng Boyang Li 51 3 0 28 Jan 2025
Pre-train and Fine-tune: Recommenders as Large Models Zhenhao Jiang Chong Chen Hao Feng Yu Yang Jin Liu Jie Zhang Jia Jia Ning Hu 44 0 0 24 Jan 2025
Enhancing Monocular Depth Estimation with Multi-Source Auxiliary Tasks Alessio Quercia Erenus Yildiz Zhuo Cao Kai Krajsek Abigail Morrison Ira Assent Hanno Scharr 58 0 0 22 Jan 2025
Gradient-Based Multi-Objective Deep Learning: Algorithms, Theories, Applications, and Beyond Weiyu Chen Xiaoyuan Zhang Baijiong Lin Xi Lin Han Zhao Qingfu Zhang James T. Kwok 84 4 0 19 Jan 2025
A Tensor Low-Rank Approximation for Value Functions in Multi-Task Reinforcement Learning Sergio Rozada Santiago Paternain J. Bazerque Antonio G. Marques 69 0 0 17 Jan 2025
U-Fair: Uncertainty-based Multimodal Multitask Learning for Fairer Depression Detection Jiaee Cheong Aditya Bangar Sinan Kalkan Hatice Gunes 94 2 0 17 Jan 2025
Graph Contrastive Learning on Multi-label Classification for Recommendations Jiayang Wu Wensheng Gan Huashen Lu Philip S. Yu 46 1 0 13 Jan 2025
Pareto Set Learning for Multi-Objective Reinforcement Learning Erlong Liu Yu-Chang Wu Xiaobin Huang Chengrui Gao Ren-Jian Wang Ke Xue Chao Qian OffRL 47 2 0 12 Jan 2025
Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic Yifei He Yuzheng Hu Yong Lin Tong Zhang Han Zhao FedML MoMe 65 19 0 08 Jan 2025
Training-free Heterogeneous Model Merging Zhengqi Xu Han Zheng Jie Song Li Sun Mingli Song MoMe 72 1 0 03 Jan 2025