A Survey on Multi-Task Learning

25 July 2017

Papers citing "A Survey on Multi-Task Learning"

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Title
Adaptive Neural Ranking Framework: Toward Maximized Business Goal for Cascade Ranking Systems Yunli Wang Zhiqiang Wang Jian Yang Shiyang Wen Dongying Kong Han Li Kun Gai 32 10 0 16 Oct 2023
Transformer-based Multimodal Change Detection with Multitask Consistency Constraints Biyuan Liu Huaixin Chen Kun Li Michael Ying Yang 41 14 0 13 Oct 2023
Multitask Learning for Time Series Data with 2D Convolution Chin-Chia Michael Yeh Xin Dai Yan Zheng Junpeng Wang Huiyuan Chen Yujie Fan Audrey Der Zhongfang Zhuang Liang Wang Wei Zhang AI4TS 36 3 0 05 Oct 2023
Ammonia-Net: A Multi-task Joint Learning Model for Multi-class Segmentation and Classification in Tooth-marked Tongue Diagnosis Shunkai Shi Yuqi Wang Qihui Ye Yanran Wang Yiming Zhu Muhammad Hassan Melliou Aikaterini Dongmei Yu 41 1 0 05 Oct 2023
A Survey of GPT-3 Family Large Language Models Including ChatGPT and GPT-4 Katikapalli Subramanyam Kalyan LM&MA AI4CE LRM AILaw ELM 43 226 0 04 Oct 2023
BYOM: Building Your Own Multi-Task Model For Free Weisen Jiang Baijiong Lin Han Shi Yu Zhang Zhenguo Li James T. Kwok MoMe 37 5 0 03 Oct 2023
ScaLearn: Simple and Highly Parameter-Efficient Task Transfer by Learning to Scale Markus Frohmann Carolin Holtermann Shahed Masoudian Anne Lauscher Navid Rekabsaz 47 2 0 02 Oct 2023
Modularity in Deep Learning: A Survey Haozhe Sun Isabelle Guyon MoMe 40 2 0 02 Oct 2023
Multi-task Learning with 3D-Aware Regularization Weihong Li Jingyu Sun A. Leonardis Hakan Bilen 28 3 0 02 Oct 2023
YOLOR-Based Multi-Task Learning Hung-Shuo Chang Chien-Yao Wang Hang Yan Yukun Zhu Hongpeng Liao MoE VLM 27 17 0 29 Sep 2023
XVO: Generalized Visual Odometry via Cross-Modal Self-Training Tohida Rehman Ronit Mandal Jimuyang Zhang Debarshi Kumar Sanyal SSL 33 17 0 28 Sep 2023
Multi-unit soft sensing permits few-shot learning B. Grimstad Fadhil G. Al-Amran Maitham G. Yousif 35 1 0 27 Sep 2023
Domain-Guided Conditional Diffusion Model for Unsupervised Domain Adaptation Yulong Zhang Shu Han Chen Weisen Jiang Yu Zhang Jiangang Lu James T. Kwok DiffM 49 5 0 23 Sep 2023
Projected Task-Specific Layers for Multi-Task Reinforcement Learning Josselin Somerville Roberts Julia Di 20 1 0 15 Sep 2023
A Comprehensive Survey on Deep Learning Techniques in Educational Data Mining Y. Lin Hong Chen Wei Xia F. Lin Zongyue Wang Yong Li AI4Ed 37 8 0 09 Sep 2023
Cross-Task Attention Network: Improving Multi-Task Learning for Medical Imaging Applications Sangwook Kim T. Purdie Chris McIntosh 29 5 0 07 Sep 2023
Learning from Limited Heterogeneous Training Data: Meta-Learning for Unsupervised Zero-Day Web Attack Detection across Web Domains Peiyang Li Ye Wang Qi Li Zhuotao Liu Ke Xu Ju Ren Zhiying Liu Ruilin Lin AAML 29 8 0 07 Sep 2023
Revisiting Scalarization in Multi-Task Learning: A Theoretical Perspective Yuzheng Hu Ruicheng Xian Qilong Wu Qiuling Fan Lang Yin Han Zhao 40 40 0 27 Aug 2023
Staleness-Alleviated Distributed GNN Training via Online Dynamic-Embedding Prediction Guangji Bai Ziyang Yu Zheng Chai Yue Cheng Liang Zhao GNN 24 3 0 25 Aug 2023
Out of the Box Thinking: Improving Customer Lifetime Value Modelling via Expert Routing and Game Whale Detection Shi-jing Zhang Xin Yan Xuejiao Yang Binfeng Jia Shuangyang Wang 29 9 0 24 Aug 2023
Multi-Objective Optimization for Sparse Deep Multi-Task Learning S. S. Hotegni M. Berkemeier S. Peitz 25 6 0 23 Aug 2023
Dual-Balancing for Multi-Task Learning Baijiong Lin Weisen Jiang Feiyang Ye Yu Zhang Pengguang Chen Yingke Chen Shu Liu James T. Kwok CVBM 41 12 0 23 Aug 2023
Efficient Controllable Multi-Task Architectures Abhishek Aich S. Schulter Amit K. Roy-Chowdhury Manmohan Chandraker Yumin Suh 49 5 0 22 Aug 2023
Semantic Multi-Resolution Communications Matin Mortaheb M. A. Khojastepour S. Chakradhar S. Ulukus 23 4 0 22 Aug 2023
Auxiliary Tasks Benefit 3D Skeleton-based Human Motion Prediction Chenxin Xu R. Tan Yuhong Tan Siheng Chen Xinchao Wang Yanfeng Wang 3DH 51 20 0 17 Aug 2023
Joint Local Relational Augmentation and Global Nash Equilibrium for Federated Learning with Non-IID Data Xinting Liao Chaochao Chen Weiming Liu Pengyang Zhou Huabin Zhu Shuheng Shen Weiqiang Wang Mengling Hu Yanchao Tan Xiaolin Zheng FedML 42 6 0 17 Aug 2023
Challenges and Opportunities of Using Transformer-Based Multi-Task Learning in NLP Through ML Lifecycle: A Survey Lovre Torbarina Tin Ferkovic Lukasz Roguski Velimir Mihelčić Bruno Šarlija Z. Kraljevic 31 5 0 16 Aug 2023
FusionPlanner: A Multi-task Motion Planner for Mining Trucks via Multi-sensor Fusion Siyu Teng Luxi Li Yuchen Li Xuemin Hu Lingxi Li Yunfeng Ai Long Chen 39 31 0 14 Aug 2023
A Unified Interactive Model Evaluation for Classification, Object Detection, and Instance Segmentation in Computer Vision Changjian Chen Yukai Guo Fengyuan Tian Siyi Liu Weikai Yang Zhao-Ming Wang Jing Wu Hang Su Hanspeter Pfister Shixia Liu 26 15 0 09 Aug 2023
Pareto Invariant Representation Learning for Multimedia Recommendation Shanshan Huang Haoxuan Li Qingsong Li Chunyuan Zheng Li Liu CML 27 11 0 09 Aug 2023
Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing with Non-Learnable Primitives Chuntao Ding Zhichao Lu Shangguang Wang Ran Cheng Vishnu Boddeti MoMe 31 16 0 03 Aug 2023
Online Multi-Task Learning with Recursive Least Squares and Recursive Kernel Methods Gabriel R. Lencione F. J. Zuben 11 0 0 03 Aug 2023
Improvable Gap Balancing for Multi-Task Learning Yanqi Dai Nanyi Fei Zhiwu Lu 53 5 0 28 Jul 2023
TaskExpert: Dynamically Assembling Multi-Task Representations with Memorial Mixture-of-Experts Hanrong Ye Dan Xu MoE 44 26 0 28 Jul 2023
General Purpose Artificial Intelligence Systems (GPAIS): Properties, Definition, Taxonomy, Societal Implications and Responsible Governance I. Triguero Daniel Molina Javier Poyatos Javier Del Ser Francisco Herrera AI4TS AI4MH 34 5 0 26 Jul 2023
When Multi-Task Learning Meets Partial Supervision: A Computer Vision Review Maxime Fontana Michael W. Spratling Miaojing Shi 56 6 0 25 Jul 2023
Unlocking the Emotional World of Visual Media: An Overview of the Science, Research, and Impact of Understanding Emotion James Z. Wang Sicheng Zhao Chenyan Wu Reginald B. Adams M. Newman T. Shafir Rachelle Tsachor 38 30 0 25 Jul 2023
MAS: Towards Resource-Efficient Federated Multiple-Task Learning Weiming Zhuang Yonggang Wen Lingjuan Lyu Shuai Zhang FedML 30 15 0 21 Jul 2023
Pre-train, Adapt and Detect: Multi-Task Adapter Tuning for Camouflaged Object Detection Yinghui Xing Dexuan Kong Shizhou Zhang Geng Chen Lingyan Ran Peng Wang Yanning Zhang 48 4 0 20 Jul 2023
DOT: A Distillation-Oriented Trainer Borui Zhao Quan Cui Renjie Song Jiajun Liang 27 6 0 17 Jul 2023
Dense Multitask Learning to Reconfigure Comics Deblina Bhattacharjee Sabine Süsstrunk Mathieu Salzmann 11 1 0 16 Jul 2023
Attention-Enhanced Co-Interactive Fusion Network (AECIF-Net) for Automated Structural Condition Assessment in Visual Inspection Chenyu Zhang Zhaozheng Yin Ruwen Qin 35 12 0 14 Jul 2023
Provable Multi-Task Representation Learning by Two-Layer ReLU Neural Networks Liam Collins Hamed Hassani Mahdi Soltanolkotabi Aryan Mokhtari Sanjay Shakkottai 39 10 0 13 Jul 2023
Advances and Challenges in Meta-Learning: A Technical Review Anna Vettoruzzo Mohamed-Rafik Bouguelia Joaquin Vanschoren Thorsteinn Rögnvaldsson K. Santosh OffRL 34 70 0 10 Jul 2023
SPLAL: Similarity-based pseudo-labeling with alignment loss for semi-supervised medical image classification Md Junaid Mahmood Pranaw Raj Divyansh Agarwal S. Kumari Pravendra Singh 34 7 0 10 Jul 2023
BPNet: Bézier Primitive Segmentation on 3D Point Clouds Rao Fu Cheng Wen Qian Li Xiao Xiao Pierre Alliez 3DV 3DPC 27 3 0 08 Jul 2023
Mitigating Negative Transfer with Task Awareness for Sexism, Hate Speech, and Toxic Language Detection Angel Felipe Magnossão de Paula Paolo Rosso Damiano Spina 31 2 0 07 Jul 2023
STG-MTL: Scalable Task Grouping for Multi-Task Learning Using Data Map Ammar Sherif Abubakar Abid M. Elattar Mohamed ElHelw 31 3 0 07 Jul 2023
All in One: Exploring Unified Vision-Language Tracking with Multi-Modal Alignment Chunhui Zhang Xin Sun Li Liu Yiqian Yang Qiong Liu Xiaoping Zhou Yanfeng Wang 51 15 0 07 Jul 2023
Multi-Similarity Contrastive Learning Emily Mu John Guttag Maggie Makar SSL 36 2 0 06 Jul 2023