A Survey on Multi-Task Learning

25 July 2017

Papers citing "A Survey on Multi-Task Learning"

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Title
Interactive Machine Teaching by Labeling Rules and Instances Giannis Karamanolakis Daniel J. Hsu Luis Gravano 38 0 0 08 Sep 2024
Non-stationary and Sparsely-correlated Multi-output Gaussian Process with Spike-and-Slab Prior Wang Xinming Li Yongxiang Yue Xiaowei Wu Jianguo 26 0 0 05 Sep 2024
Learning Task-Based Trainable Neuromorphic ADCs via Power-Aware Distillation Tal Vol Loai Danial Nir Shlezinger 29 0 0 04 Sep 2024
Multi-frequency Neural Born Iterative Method for Solving 2-D Inverse Scattering Problems Daoqi Liu Tao Shan Maokun Li Fan Yang Shenheng Xu 24 1 0 02 Sep 2024
Theoretical Insights into Overparameterized Models in Multi-Task and Replay-Based Continual Learning Mohammadamin Banayeeanzade Mahdi Soltanolkotabi Mohammad Rostami CLL LRM 103 1 0 29 Aug 2024
MTMamba++: Enhancing Multi-Task Dense Scene Understanding via Mamba-Based Decoders Baijiong Lin Weisen Jiang Pengguang Chen Shu Liu Ying-Cong Chen Mamba 47 1 0 27 Aug 2024
Subgroup Analysis via Model-based Rule Forest I-Ling Cheng Chan Hsu Chantung Ku Pei-Ju Lee Yihuang Kang 16 0 0 27 Aug 2024
Mitigating Metropolitan Carbon Emissions with Dynamic Eco-driving at Scale Vindula Jayawardana Baptiste Freydt Ao Qu Cameron Hickert E. Sanchez Catherine Tang Mark Taylor Blaine Leonard Cathy Wu 42 1 0 10 Aug 2024
ParetoTracker: Understanding Population Dynamics in Multi-objective Evolutionary Algorithms through Visual Analytics Zherui Zhang Fan Yang Ran Cheng Yuxin Ma 24 1 0 08 Aug 2024
Extend Model Merging from Fine-Tuned to Pre-Trained Large Language Models via Weight Disentanglement Le Yu Bowen Yu Haiyang Yu Fei Huang Yongbin Li MoMe 35 5 0 06 Aug 2024
Label Augmentation for Neural Networks Robustness Fatemeh Amerehi Patrick Healy AAML 39 1 0 04 Aug 2024
State-of-the-art in Robot Learning for Multi-Robot Collaboration: A Comprehensive Survey Bin Wu C. S. Suh 3DV 47 2 0 03 Aug 2024
Symmetric Graph Contrastive Learning against Noisy Views for Recommendation Chu Zhao Enneng Yang Yuliang Liang Jianzhe Zhao Guibing Guo Xingwei Wang 34 1 0 03 Aug 2024
Learning to Select the Best Forecasting Tasks for Clinical Outcome Prediction Yuan Xue Nan Du A. Mottram Martin G. Seneviratne Andrew M. Dai AI4TS 57 0 0 28 Jul 2024
Robust Multimodal 3D Object Detection via Modality-Agnostic Decoding and Proximity-based Modality Ensemble Juhan Cha Minseok Joo Jihwan Park Sanghyeok Lee In-Ho Kim Hyunwoo J. Kim 51 2 0 27 Jul 2024
Automated Code-centric Software Vulnerability Assessment: How Far Are We? An Empirical Study in C/C++ Anh The Nguyen T. H. Le Muhammad Ali Babar 36 2 0 24 Jul 2024
On ADMM in Heterogeneous Federated Learning: Personalization, Robustness, and Fairness Shengkun Zhu Jinshan Zeng Sheng Wang Yuan Sun Xiaodong Li Yuan Yao Zhiyong Peng 60 0 0 23 Jul 2024
Efficient and generalizable prediction of molecular alterations in multiple cancer cohorts using H&E whole slide images Kshitij Ingale Sun Hae Hong Qiyuan Hu Renyu Zhang Bolesław L. Osinski Mina Khoshdeli Josh Och K. Nagpal Martin C. Stumpe Rohan P. Joshi 33 0 0 22 Jul 2024
Semantic-CC: Boosting Remote Sensing Image Change Captioning via Foundational Knowledge and Semantic Guidance Yongshuo Zhu Lu Li Keyan Chen Chenyang Liu Fugen Zhou Z. Shi 42 4 0 19 Jul 2024
A deep latent variable model for semi-supervised multi-unit soft sensing in industrial processes B. Grimstad Kristian Lovland Lars Imsland V. Gunnerud 31 1 0 18 Jul 2024
GRIDS: Grouped Multiple-Degradation Restoration with Image Degradation Similarity Shuo Cao Yihao Liu Wenlong Zhang Yu Qiao Chao Dong 44 4 0 17 Jul 2024
Towards stable training of parallel continual learning Li Yuepan Fan Lyu Yuyang Li Wei Feng Guangcan Liu Fanhua Shang 53 0 0 11 Jul 2024
AutoTask: Task Aware Multi-Faceted Single Model for Multi-Task Ads Relevance Shouchang Guo Sonam Damani Keng-hao Chang 39 0 0 09 Jul 2024
UnmixingSR: Material-aware Network with Unsupervised Unmixing as Auxiliary Task for Hyperspectral Image Super-resolution Yang Yu 24 0 0 09 Jul 2024
MTMamba: Enhancing Multi-Task Dense Scene Understanding by Mamba-Based Decoders Baijiong Lin Weisen Jiang Pengguang Chen Yu Zhang Shu Liu Ying-Cong Chen Mamba 46 9 0 02 Jul 2024
ECAT: A Entire space Continual and Adaptive Transfer Learning Framework for Cross-Domain Recommendation Chaoqun Hou Yuanhang Zhou Yi Cao Tong Liu 28 1 0 02 Jul 2024
Lottery Ticket Adaptation: Mitigating Destructive Interference in LLMs Ashwinee Panda Berivan Isik Xiangyu Qi Sanmi Koyejo Tsachy Weissman Prateek Mittal MoMe 45 14 0 24 Jun 2024
Hybrid Alignment Training for Large Language Models Chenglong Wang Hang Zhou Kaiyan Chang Bei Li Yongyu Mu Tong Xiao Tongran Liu Jingbo Zhu 43 4 0 21 Jun 2024
Large Language Model as a Universal Clinical Multi-task Decoder Yujiang Wu Hongjian Song Jiawen Zhang Xumeng Wen Shun Zheng Jiang Bian 41 1 0 18 Jun 2024
PDSS: A Privacy-Preserving Framework for Step-by-Step Distillation of Large Language Models Tao Fan Yan Kang Weijing Chen Hanlin Gu Yuanfeng Song Lixin Fan Kai Chen Qiang Yang 34 0 0 18 Jun 2024
Memory Sequence Length of Data Sampling Impacts the Adaptation of Meta-Reinforcement Learning Agents Menglong Zhang Fuyuan Qian Quanying Liu 32 1 0 18 Jun 2024
A Mel Spectrogram Enhancement Paradigm Based on CWT in Speech Synthesis Guoqiang Hu Huaning Tan Ruilai Li 26 2 0 18 Jun 2024
MetaGPT: Merging Large Language Models Using Model Exclusive Task Arithmetic Yuyan Zhou Liang Song Bingning Wang Weipeng Chen MoMe 30 17 0 17 Jun 2024
Towards Efficient Pareto Set Approximation via Mixture of Experts Based Model Fusion Anke Tang Li Shen Yong Luo Shiwei Liu Han Hu Bo Du MoMe 36 6 0 14 Jun 2024
OLGA: One-cLass Graph Autoencoder M. Gôlo José Gilberto Barbosa de Medeiros Junior Diego Furtado Silva R. Marcacini 39 0 0 13 Jun 2024
Interpetable Target-Feature Aggregation for Multi-Task Learning based on Bias-Variance Analysis Paolo Bonetti Alberto Maria Metelli Marcello Restelli 41 0 0 12 Jun 2024
Optimal Gait Design for a Soft Quadruped Robot via Multi-fidelity Bayesian Optimization Kaige Tan Xuezhi Niu Qinglei Ji Lei Feng Martin Törngren 41 1 0 11 Jun 2024
Offline Multi-Objective Optimization Ke Xue Rong-Xi Tan Xiaobin Huang Chao Qian OffRL 56 5 0 06 Jun 2024
Personalized Topic Selection Model for Topic-Grounded Dialogue Shixuan Fan Wei Wei Xiaofei Wen Xianling Mao Jixiong Chen Dangyang Chen 24 2 0 04 Jun 2024
Shared-unique Features and Task-aware Prioritized Sampling on Multi-task Reinforcement Learning Po-Shao Lin Jia-Fong Yeh Yi-Ting Chen Winston H. Hsu 42 0 0 02 Jun 2024
Neural Combinatorial Optimization Algorithms for Solving Vehicle Routing Problems: A Comprehensive Survey with Perspectives Xuan Wu Di Wang Lijie Wen Yubin Xiao Chunguo Wu Yuesong Wu Chaoyu Yu D. Maskell You Zhou 70 6 0 01 Jun 2024
Auto-selected Knowledge Adapters for Lifelong Person Re-identification Xuelin Qian Ruiqi Wu Gong Cheng Junwei Han CLL 52 2 0 29 May 2024
Machine learning in business process management: A systematic literature review Sven Weinzierl Sandra Zilker Sebastian Dunzer Martin Matzner 42 11 0 26 May 2024
GlycanML: A Multi-Task and Multi-Structure Benchmark for Glycan Machine Learning Minghao Xu Yunteng Geng Yihang Zhang Ling Yang Jian Tang Wentao Zhang 40 2 0 25 May 2024
EMR-Merging: Tuning-Free High-Performance Model Merging Chenyu Huang Peng Ye Tao Chen Tong He Xiangyu Yue Wanli Ouyang MoMe 46 29 0 23 May 2024
End-to-End Real-World Polyphonic Piano Audio-to-Score Transcription with Hierarchical Decoding Wei Zeng Xian He Ye Wang 26 0 0 22 May 2024
RGB Guided ToF Imaging System: A Survey of Deep Learning-based Methods Xin Qiao Matteo Poggi Pengchao Deng Hao Wei Chenyang Ge S. Mattoccia 39 3 0 16 May 2024
Optimal Aggregation of Prediction Intervals under Unsupervised Domain Shift Jiawei Ge Debarghya Mukherjee Jianqing Fan 28 1 0 16 May 2024
A safety realignment framework via subspace-oriented model fusion for large language models Xin Yi Shunfan Zheng Linlin Wang Xiaoling Wang Liang He 65 21 0 15 May 2024
Wearable Sensor-Based Few-Shot Continual Learning on Hand Gestures for Motor-Impaired Individuals via Latent Embedding Exploitation Riyad Bin Rafiq Weishi Shi Mark V. Albert 52 0 0 14 May 2024