A Survey on Multi-Task Learning

25 July 2017

Papers citing "A Survey on Multi-Task Learning"

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Title
Multi-Task Learning with Summary Statistics Parker Knight Rui Duan 44 10 0 05 Jul 2023
Consistent Multimodal Generation via A Unified GAN Framework Zhen Zhu Yijun Li Wei-wei Lyu Krishna Kumar Singh Zhixin Shu Soeren Pirk Derek Hoiem 52 4 0 04 Jul 2023
A Comprehensive Survey of Artificial Intelligence Techniques for Talent Analytics Chuan Qin Le Zhang Yihang Cheng Ruiming Zha Dazhong Shen ... Xi Chen Ying Sun Chen Zhu Hengshu Zhu Hui Xiong 20 40 0 03 Jul 2023
Precursor-of-Anomaly Detection for Irregular Time Series Sheo Yon Jhin Jaehoon Lee Noseong Park AI4TS 6 9 0 27 Jun 2023
A Collaborative Transfer Learning Framework for Cross-domain Recommendation Wei Emma Zhang Peng Zhang Bo Zhang Xingxing Wang Dong Wang 26 13 0 26 Jun 2023
Boosting Multitask Learning on Graphs through Higher-Order Task Affinities Dongyue Li Haotian Ju Aneesh Sharma Hongyang R. Zhang 69 8 0 24 Jun 2023
MIRACLE: Multi-task Learning based Interpretable Regulation of Autoimmune Diseases through Common Latent Epigenetics Pengcheng Xu Jinpu Cai Yulin Gao Ziqi Rong AI4CE 28 0 0 24 Jun 2023
Optimistic Active Exploration of Dynamical Systems Bhavya Sukhija Lenart Treven Cansu Sancaktar Sebastian Blaes Stelian Coros Andreas Krause 31 17 0 21 Jun 2023
Concurrent ischemic lesion age estimation and segmentation of CT brain using a Transformer-based network A. Marcus P. Bentley Daniel Rueckert MedIm 21 9 0 21 Jun 2023
Fairness in Multi-Task Learning via Wasserstein Barycenters Franccois Hu Philipp Ratz Arthur Charpentier 37 10 0 16 Jun 2023
Meta Generative Flow Networks with Personalization for Task-Specific Adaptation Xinyuan Ji Xu Zhang Wei Xi Haozhi Wang Olga Gadyatskaya Yinchuan Li 22 1 0 16 Jun 2023
End-to-End Vectorized HD-map Construction with Piecewise Bezier Curve Limeng Qiao Wenjie Ding Xi Qiu Chi Zhang 44 73 0 16 Jun 2023
Knowledge Assembly: Semi-Supervised Multi-Task Learning from Multiple Datasets with Disjoint Labels Federica Spinola Philipp Benz Minhyeong Yu Tae-Hoon Kim 34 0 0 15 Jun 2023
Detect Depression from Social Networks with Sentiment Knowledge Sharing Yan Shi Yao Tian Chengwei Tong Chunyan Zhu Qian-qian Li Mengzhu Zhang Wei Zhao Yong Liao Pengyuan Zhou 12 2 0 13 Jun 2023
Federated Learning for Medical Image Analysis: A Survey Hao Guan Pew-Thian Yap Andrea Bozoki Mingxia Liu FedML OOD 42 115 0 09 Jun 2023
MM-DAG: Multi-task DAG Learning for Multi-modal Data -- with Application for Traffic Congestion Analysis Tian-Shing Lan Ziyue Li Zhishuai Li Lei Bai Man Li Fugee Tsung W. Ketter Rui Zhao Chen Zhang 6 13 0 05 Jun 2023
Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation Yang Zhou Yongjian Wu Zehao Wang Bingzheng Wei Maode Lai Jianzhong Shou Yubo Fan Yan Xu 33 10 0 05 Jun 2023
MotionTrack: Learning Motion Predictor for Multiple Object Tracking Changcheng Xiao Qiong Cao Yujie Zhong L. Lan Xiang Zhang Zhigang Luo Dacheng Tao VOT 32 20 0 05 Jun 2023
TIES-Merging: Resolving Interference When Merging Models Prateek Yadav Derek Tam Leshem Choshen Colin Raffel Joey Tianyi Zhou MoMe 65 261 0 02 Jun 2023
RHFedMTL: Resource-Aware Hierarchical Federated Multi-Task Learning Xing Yi Rongpeng Li Chenghui Peng Fei Wang Jianjun Wu Zhifeng Zhao 30 2 0 01 Jun 2023
Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance Lisha Chen H. Fernando Yiming Ying Tianyi Chen 26 22 0 31 May 2023
Direction-oriented Multi-objective Learning: Simple and Provable Stochastic Algorithms Peiyao Xiao Hao Ban Kaiyi Ji 44 19 0 28 May 2023
Lightweight Learner for Shared Knowledge Lifelong Learning Yunhao Ge Yuecheng Li Di Wu Ao Xu Adam M. Jones ... Gozde Sahin Shuo Ni Kiran Lekkala Sumedh Anand Sontakke Laurent Itti CLL 24 10 0 24 May 2023
L-SA: Learning Under-Explored Targets in Multi-Target Reinforcement Learning Kibeom Kim Hyun-Dong Lee Min Whoo Lee Moonheon Lee Minsu Lee Byoung-Tak Zhang 23 1 0 23 May 2023
Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefixes Kuan-Hao Huang L Tan Rui Hou Sinong Wang Amjad Almahairi Ruty Rinott AI4CE 43 0 0 22 May 2023
Regularization Through Simultaneous Learning: A Case Study on Plant Classification Pedro Henrique Nascimento Castro Gabriel Cássia Fortuna Rafael Alves Bonfim de Queiroz Gladston J. P. Moreira Eduardo José da S. Luz 29 0 0 22 May 2023
Model-based adaptation for sample efficient transfer in reinforcement learning control of parameter-varying systems Ibrahim Ahmed Marcos Quiñones-Grueiro G. Biswas 28 0 0 20 May 2023
Pengi: An Audio Language Model for Audio Tasks Soham Deshmukh Benjamin Elizalde Rita Singh Huaming Wang MLLM AuLLM 39 161 0 19 May 2023
Comparison of Transfer Learning based Additive Manufacturing Models via A Case Study Yifan Tang M. Rahmani Dehaghani G. G. Wang AI4CE 22 1 0 17 May 2023
CQural: A Novel CNN based Hybrid Architecture for Quantum Continual Machine Learning Sanyam Jain CLL 24 1 0 16 May 2023
Retentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language Models Boxi Cao Qiaoyu Tang Hongyu Lin Shanshan Jiang Bin Dong Xianpei Han Jiawei Chen Tianshu Wang Le Sun CLL KELM 13 17 0 16 May 2023
Shared and Private Information Learning in Multimodal Sentiment Analysis with Deep Modal Alignment and Self-supervised Multi-Task Learning Songning Lai Jiakang Li Guinan Guo Xifeng Hu Yulong Li ... Yutong Liu Zhaoxia Ren Chun Wan Danmin Miao Zhi Liu SSL 38 9 0 15 May 2023
Visual Tuning Bruce X. B. Yu Jianlong Chang Haixin Wang Lin Liu Shijie Wang ... Lingxi Xie Haojie Li Zhouchen Lin Qi Tian Chang Wen Chen VLM 62 38 0 10 May 2023
DC3DCD: unsupervised learning for multiclass 3D point cloud change detection Iris de Gélis Sébastien Lefèvre Thomas Corpetti 3DPC 29 5 0 09 May 2023
MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture D. Gonçalves J. M. Junior Pedro Zamboni H. Pistori Jonathan Li Keiller Nogueira W. Gonçalves 45 5 0 04 May 2023
Multi-Domain Learning From Insufficient Annotations Tahira Shehzadi Shengcai Liu D. Stricker Marcus Liwicki Muhammad Zeshan Afzal 37 1 0 04 May 2023
Zenseact Open Dataset: A large-scale and diverse multimodal dataset for autonomous driving Mina Alibeigi William Ljungbergh Adam Tonderski Georg Hess Adam Lilja Carl Lindström D. Motorniuk Junsheng Fu Jenny Widahl Christoffer Petersson VGen 64 63 0 03 May 2023
Curriculum Modeling the Dependence among Targets with Multi-task Learning for Financial Marketing Yunpeng Weng Xing Tang Liang Chen Xiuqiang He 27 3 0 25 Apr 2023
Emotion fusion for mental illness detection from social media: A survey Tianlin Zhang Kailai Yang Shaoxiong Ji Sophia Ananiadou 38 54 0 19 Apr 2023
Federated Learning of Shareable Bases for Personalization-Friendly Image Classification Hong-You Chen Shitian Zhao Ruotong Wang Xuhui Jia Qi Boqing Gong Wei-Lun Chao Li Zhang FedML 30 7 0 16 Apr 2023
Multi-View Graph Representation Learning Beyond Homophily Bei Lin You Li Ning Gui Zhuopeng Xu Zhiwu Yu SSL 33 6 0 15 Apr 2023
AGI for Agriculture Guoyu Lu Sheng Li Gengchen Mai Jin Sun Dajiang Zhu ... R. Xu Daniel Petti Changying Li Tianming Liu Changying Li AI4CE 48 17 0 12 Apr 2023
OO-dMVMT: A Deep Multi-view Multi-task Classification Framework for Real-time 3D Hand Gesture Classification and Segmentation Federico Cunico Federico Girella Andrea Avogaro Marco Emporio Andrea Giachetti Marco Cristani 26 6 0 12 Apr 2023
A Transformer-Based Deep Learning Approach for Fairly Predicting Post-Liver Transplant Risk Factors Can Li Xiaoqian Jiang Kai Zhang MedIm 36 15 0 05 Apr 2023
SemHint-MD: Learning from Noisy Semantic Labels for Self-Supervised Monocular Depth Estimation Shan Lin Yuheng Zhi Michael C. Yip MDE 34 2 0 31 Mar 2023
A Study of Autoregressive Decoders for Multi-Tasking in Computer Vision Lucas Beyer Bo Wan Gagan Madan Filip Pavetić Andreas Steiner ... Emanuele Bugliarello Tianlin Li Qihang Yu Liang-Chieh Chen Xiaohua Zhai 62 8 0 30 Mar 2023
Multi-Task Learning for Post-transplant Cause of Death Analysis: A Case Study on Liver Transplant Sirui Ding Qiaoyu Tan Chia-yuan Chang Na Zou Kai Zhang N. Hoot Xiaoqian Jiang Xia Hu 19 3 0 30 Mar 2023
Development of a deep learning-based tool to assist wound classification Po-Hsuan Huang Yi-Hsiang Pan Ying-Sheng Luo Yi-Fan Chen Y. Lo Trista Pei-chun Chen C. Perng VLM 14 15 0 29 Mar 2023
Predicting Adverse Neonatal Outcomes for Preterm Neonates with Multi-Task Learning Jingyang Lin Junyu Chen Hanjia Lyu Igor Khodak D. Chhabra C. D. Richardson Irina Prelipcean A. Dylag Jiebo Luo 18 0 0 28 Mar 2023
Troika: Multi-Path Cross-Modal Traction for Compositional Zero-Shot Learning Siteng Huang Biao Gong Yutong Feng Min Zhang Yiliang Lv Donglin Wang CoGe 35 10 0 27 Mar 2023