A Survey on Multi-Task Learning

25 July 2017

Papers citing "A Survey on Multi-Task Learning"

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Title
Visual Text Meets Low-level Vision: A Comprehensive Survey on Visual Text Processing Yan Shu Weichao Zeng Zhenhang Li Fangmin Zhao Yu Zhou 37 3 0 05 Feb 2024
Data Poisoning for In-context Learning Pengfei He Han Xu Yue Xing Hui Liu Makoto Yamada Jiliang Tang AAML SILM 35 10 0 03 Feb 2024
Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models Weijiao Zhang Jindong Han Zhao Xu Hang Ni Hao Liu Hui Xiong Hui Xiong AI4CE 79 15 0 30 Jan 2024
WAL-Net: Weakly supervised auxiliary task learning network for carotid plaques classification Haitao Gan Lingchao Fu Ran Zhou Weiyan Gan Furong Wang Xiaoyan Wu Zhi Yang Zhongwei Huang 43 2 0 25 Jan 2024
Multitask Active Learning for Graph Anomaly Detection Wenjing Chang Kay Liu Kaize Ding Philip S. Yu Jianjun Yu 50 8 0 24 Jan 2024
Enhancing In-context Learning via Linear Probe Calibration Momin Abbas Yi Zhou Parikshit Ram Nathalie Baracaldo Horst Samulowitz Theodoros Salonidis Tianyi Chen 76 11 0 22 Jan 2024
Towards Open-World Gesture Recognition Junxiao Shen Matthias De Lange X. Xu Enmin Zhou Ran Tan Naveen Suda Maciej Lazarewicz Per Ola Kristensson Amy Karlson Evan Strasnick 20 3 0 20 Jan 2024
Sharing Knowledge in Multi-Task Deep Reinforcement Learning Carlo DÉramo Davide Tateo Andrea Bonarini Marcello Restelli Jan Peters 59 124 0 17 Jan 2024
A First-Order Multi-Gradient Algorithm for Multi-Objective Bi-Level Optimization Feiyang Ye Baijiong Lin Xiao-Qun Cao Yu Zhang Ivor Tsang 50 6 0 17 Jan 2024
Self-supervised Learning for Electroencephalogram: A Systematic Survey Weining Weng Yang Gu Shuai Guo Yuan Ma Zhaohua Yang Yuchen Liu Yiqiang Chen 38 12 0 09 Jan 2024
Parameter-Efficient Sparsity Crafting from Dense to Mixture-of-Experts for Instruction Tuning on General Tasks Haoyuan Wu Haisheng Zheng Zhuolun He Bei Yu MoE ALM 29 14 0 05 Jan 2024
Graph Neural Networks for Surfactant Multi-Property Prediction Christoforos Brozos Jan G. Rittig Sandip Bhattacharya Elie Akanny Christina Kohlmann Alexander Mitsos AI4CE 44 7 0 03 Jan 2024
Dual Teacher Knowledge Distillation with Domain Alignment for Face Anti-spoofing Zhe Kong Wentian Zhang Tao Wang Kaihao Zhang Yuexiang Li Xiaoying Tang Wenhan Luo AAML CVBM 25 1 0 02 Jan 2024
Elastic Multi-Gradient Descent for Parallel Continual Learning Fan Lyu Wei Feng Yuepan Li Qing Sun Fanhua Shang Liang Wan Liang Wang 33 2 0 02 Jan 2024
RainSD: Rain Style Diversification Module for Image Synthesis Enhancement using Feature-Level Style Distribution Hyeonjae Jeon Junghyun Seo Taesoo Kim Sung-Gon Son Jungki Lee Gyeungho Choi Yongseob Lim 46 1 0 31 Dec 2023
ATE-SG: Alternate Through the Epochs Stochastic Gradient for Multi-Task Neural Networks Stefania Bellavia Francesco Della Santa Alessandra Papini 43 0 0 26 Dec 2023
Merging Vision Transformers from Different Tasks and Domains Peng Ye Chenyu Huang Mingzhu Shen Tao Chen Yongqi Huang Yuning Zhang Wanli Ouyang MoMe 30 11 0 25 Dec 2023
Mixture of Cluster-conditional LoRA Experts for Vision-language Instruction Tuning Yunhao Gou Zhili Liu Kai Chen Lanqing Hong Hang Xu Aoxue Li Dit-Yan Yeung James T. Kwok Yu Zhang MoE MLLM VLM 49 63 0 19 Dec 2023
Mixed Distillation Helps Smaller Language Model Better Reasoning Chenglin Li Qianglong Chen Liangyue Li Wang Caiyu Yicheng Li Zhang Yin Yin Zhang LRM 43 12 0 17 Dec 2023
Robust End-to-End Diarization with Domain Adaptive Training and Multi-Task Learning Ivan Fung Lahiru Samarakoon Samuel J. Broughton OOD 37 2 0 12 Dec 2023
Hessian Aware Low-Rank Perturbation for Order-Robust Continual Learning Jiaqi Li Yuanhao Lai Rui Wang Changjian Shui Sabyasachi Sahoo Charles Ling Shichun Yang Boyu Wang Christian Gagné Fan Zhou CLL 42 1 0 26 Nov 2023
Large Language Models in Law: A Survey Jinqi Lai Wensheng Gan Jiayang Wu Zhenlian Qi Philip S. Yu ELM AILaw 34 72 0 26 Nov 2023
Weak Alignment Supervision from Hybrid Model Improves End-to-end ASR Jintao Jiang Yingbo Gao Zoltán Tüske 36 1 0 24 Nov 2023
Nonsmooth Projection-Free Optimization with Functional Constraints Kamiar Asgari Michael J. Neely 37 0 0 18 Nov 2023
Nonparametric Teaching for Multiple Learners Chen Zhang Xiaofeng Cao Weiyang Liu Ivor Tsang James T. Kwok 36 4 0 17 Nov 2023
Overcoming Data Scarcity in Biomedical Imaging with a Foundational Multi-Task Model Raphael Schäfer Till Nicke Henning Höfener Annkristin Lange Dorit Merhof Friedrich Feuerhake Volkmar Schulz Johannes Lotz Fabian Kiessling VLM 22 17 0 16 Nov 2023
Uncertainty Quantification in Machine Learning for Biosignal Applications -- A Review Ivo Pascal de Jong A. Sburlea Matias Valdenegro-Toro 30 1 0 15 Nov 2023
Alleviating Behavior Data Imbalance for Multi-Behavior Graph Collaborative Filtering Yijie Zhang Yuan-Qi Bei Shiqi Yang Hao Chen Zhiqing Li Lijia Chen Feiran Huang 31 5 0 12 Nov 2023
Personalized Federated Learning via ADMM with Moreau Envelope Shengkun Zhu Jinshan Zeng Sheng Wang Yuan Sun Zhiyong Peng 31 0 0 12 Nov 2023
Examining Common Paradigms in Multi-Task Learning Cathrin Elich Lukas Kirchdorfer Jan M. Kohler Lukas Schott 42 0 0 08 Nov 2023
OmniVec: Learning robust representations with cross modal sharing Siddharth Srivastava Gaurav Sharma SSL 39 64 0 07 Nov 2023
Self-MI: Efficient Multimodal Fusion via Self-Supervised Multi-Task Learning with Auxiliary Mutual Information Maximization Cam-Van Thi Nguyen Ngoc-Hoa Thi Nguyen Duc-Trong Le Quang-Thuy Ha SSL 46 0 0 07 Nov 2023
Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch Le Yu Yu Bowen Haiyang Yu Fei Huang Yongbin Li MoMe 48 278 0 06 Nov 2023
Online non-parametric likelihood-ratio estimation by Pearson-divergence functional minimization Alejandro de la Concha Nicolas Vayatis Argyris Kalogeratos 26 1 0 03 Nov 2023
Learning to optimize by multi-gradient for multi-objective optimization Linxi Yang Xinmin Yang L. Tang 18 1 0 01 Nov 2023
Implicit biases in multitask and continual learning from a backward error analysis perspective Benoit Dherin 44 3 0 01 Nov 2023
Optimizing accuracy and diversity: a multi-task approach to forecast combinations Giovanni Felici A. M. Sudoso 16 0 0 31 Oct 2023
Episodic Multi-Task Learning with Heterogeneous Neural Processes Jiayi Shen Xiantong Zhen Qi Qi Wang M. Worring 27 11 0 28 Oct 2023
Deep Learning for Plant Identification and Disease Classification from Leaf Images: Multi-prediction Approaches Jianping Yao Son N. Tran Saurabh Garg Samantha Sawyer 11 22 0 25 Oct 2023
Prompt-Driven Building Footprint Extraction in Aerial Images with Offset-Building Model Kai Li Yupeng Deng Yun-long Kong Diyou Liu Jingbo Chen Yu Meng Junxian Ma Chenhao Wang 53 1 0 25 Oct 2023
Task Grouping for Automated Multi-Task Machine Learning via Task Affinity Prediction Afiya Ayman Ayan Mukhopadhyay Aron Laszka 23 1 0 24 Oct 2023
Mitigate Domain Shift by Primary-Auxiliary Objectives Association for Generalizing Person ReID Qilei Li Shaogang Gong 32 4 0 24 Oct 2023
Towards the Theory of Unsupervised Federated Learning: Non-asymptotic Analysis of Federated EM Algorithms Ye Tian Haolei Weng Yang Feng 24 3 0 23 Oct 2023
SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding Haoxiang Wang Pavan Kumar Anasosalu Vasu Fartash Faghri Raviteja Vemulapalli Mehrdad Farajtabar Sachin Mehta Mohammad Rastegari Oncel Tuzel Hadi Pouransari VLM 37 67 0 23 Oct 2023
Mobile Traffic Prediction at the Edge through Distributed and Transfer Learning Alfredo Petrella M. Miozzo Paolo Dini 25 1 0 22 Oct 2023
When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications Qidong Liu Xian Wu Xiangyu Zhao Yuanshao Zhu Derong Xu Feng Tian Yefeng Zheng MoE 39 62 0 21 Oct 2023
FERI: A Multitask-based Fairness Achieving Algorithm with Applications to Fair Organ Transplantation Can Li Dejian Lai Xiaoqian Jiang Kai Zhang 34 4 0 20 Oct 2023
FairBranch: Fairness Conflict Correction on Task-group Branches for Fair Multi-Task Learning Arjun Roy C. Koutlis Symeon Papadopoulos Eirini Ntoutsi 30 0 0 20 Oct 2023
Learning quantum properties from short-range correlations using multi-task networks Yadong Wu Yan Zhu Yuexuan Wang G. Chiribella 28 4 0 18 Oct 2023
UNO-DST: Leveraging Unlabelled Data in Zero-Shot Dialogue State Tracking Chuang Li Yan Zhang Min-Yen Kan Haizhou Li 21 1 0 16 Oct 2023