Deep Elastic Networks with Model Selection for Multi-Task Learning

IEEE International Conference on Computer Vision (ICCV), 2019

11 September 2019

Papers citing "Deep Elastic Networks with Model Selection for Multi-Task Learning"

22 / 22 papers shown

Title
E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion DetectionNeural Information Processing Systems (NeurIPS), 2024 Jiaqing Zhang Mingxiang Cao Weiying Xie Jie Lei Daixun Li Wenbo Huang Yunsong Li Xue Yang 377 30 0 28 Jan 2025
Automated Multi-Task Learning for Joint Disease Prediction on Electronic Health Records Suhan Cui Prasenjit Mitra 229 4 0 06 Mar 2024
Compressing Deep Reinforcement Learning Networks with a Dynamic Structured Pruning Method for Autonomous Driving Wensheng Su Zhenni Li Minrui Xu Jiawen Kang Dusit Niyato Shengli Xie 147 14 0 07 Feb 2024
Label Budget Allocation in Multi-Task Learning Ximeng Sun Kihyuk Sohn Kate Saenko Clayton Mellina Xiao Bian 312 0 0 24 Aug 2023
DynaShare: Task and Instance Conditioned Parameter Sharing for Multi-Task Learning E. Rahimian Golara Javadi Frederick Tung Gabriel L. Oliveira MoE 173 3 0 26 May 2023
Multi-Task Structural Learning using Local Task Similarity induced Neuron Creation and RemovalInternational Conference on Machine Learning (ICML), 2023 Naresh Gurulingan Bahram Zonooz Elahe Arani 175 2 0 30 Apr 2023
AutoTaskFormer: Searching Vision Transformers for Multi-task Learning Yang Liu Shen Yan Yuge Zhang Kan Ren Quan Zhang Zebin Ren Deng Cai Mi Zhang ViT 128 0 0 18 Apr 2023
Dynamic Neural Network for Multi-Task Learning Searching across Diverse Network TopologiesComputer Vision and Pattern Recognition (CVPR), 2023 Wonhyeok Choi Sunghoon Im 169 11 0 13 Mar 2023
Modular Deep Learning Jonas Pfeiffer Sebastian Ruder Ivan Vulić Edoardo Ponti MoMe OOD 421 102 0 22 Feb 2023
Mod-Squad: Designing Mixture of Experts As Modular Multi-Task Learners Zitian Chen Songlin Yang Mingyu Ding Zhenfang Chen Hengshuang Zhao E. Learned-Miller Chuang Gan MoE 112 17 0 15 Dec 2022
Toward Edge-Efficient Dense Predictions with Synergistic Multi-Task Neural Architecture SearchIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Thanh Tien Vu Yan-Quan Zhou Chun-Yung Wen Yueqi Li Jan-Michael Frahm 241 5 0 04 Oct 2022
Retinal Structure Detection in OCTA Image via Voting-based Multi-task LearningIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Jinkui Hao Ting-Li Shen Xueli Zhu Yonghuai Liu Ardhendu Behera Dan Zhang Bang Chen Jiang-Dong Liu Jiong Zhang Yitian Zhao 163 37 0 23 Aug 2022
DiSparse: Disentangled Sparsification for Multitask Model CompressionComputer Vision and Pattern Recognition (CVPR), 2022 Xing Sun Ali Hassani Zinan Lin Gao Huang Humphrey Shi 180 25 0 09 Jun 2022
A Tree-Structured Multi-Task Model Recommender Lijun Zhang Xiao Liu Hui Guan LRM VLM 179 11 0 10 Mar 2022
Self-supervised Feature-Gate Coupling for Dynamic Network PruningPattern Recognition (Pattern Recogn.), 2021 Mengnan Shi Chang-rui Liu Jianbin Jiao QiXiang Ye 164 2 0 29 Nov 2021
AutoMTL: A Programming Framework for Automating Efficient Multi-Task LearningNeural Information Processing Systems (NeurIPS), 2021 Lijun Zhang Xiao Liu Hui Guan 373 27 0 25 Oct 2021
Mining the Weights Knowledge for Optimizing Neural Network Structures Mengqiao Han Xiabi Liu Zhaoyang Hai Xin Duan 106 1 0 11 Oct 2021
Rethinking Hard-Parameter Sharing in Multi-Domain LearningIEEE International Conference on Multimedia and Expo (ICME), 2021 Lijun Zhang Qizheng Yang Xiao Liu Hui Guan OOD 170 21 0 23 Jul 2021
Dynamically Throttleable Neural Networks (TNN) Hengyue Liu Samyak Parajuli Jesse Hostetler S. Chai B. Bhanu 145 4 0 01 Nov 2020
Multi-Task Learning with Deep Neural Networks: A Survey M. Crawshaw CVBM 430 712 0 10 Sep 2020
Dynamic Feature Integration for Simultaneous Detection of Salient Object, Edge and SkeletonIEEE Transactions on Image Processing (TIP), 2020 Jiangjiang Liu Qibin Hou Ming-Ming Cheng ObjD 159 143 0 18 Apr 2020
AdaShare: Learning What To Share For Efficient Deep Multi-Task LearningNeural Information Processing Systems (NeurIPS), 2019 Ximeng Sun Yikang Shen Rogerio Feris Kate Saenko 253 306 0 27 Nov 2019