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Multi-Task Learning with Multi-Query Transformer for Dense Prediction

28 May 2022

Xiangtai Li

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Papers citing "Multi-Task Learning with Multi-Query Transformer for Dense Prediction"

26 / 26 papers shown

Title
Parameter Aware Mamba Model for Multi-task Dense Prediction Xinzhuo Yu Yunzhi Zhuge Sitong Gong Lu Zhang Pingping Zhang Huchuan Lu Mamba 300 0 0 18 Nov 2025
M2H: Multi-Task Learning with Efficient Window-Based Cross-Task Attention for Monocular Spatial Perception U.V.B.L Udugama G. Vosselman F. Nex 75 0 0 20 Oct 2025
Efficient Inter-Task Attention for Multitask Transformer Models Christian Bohn Thomas Kurbiel Klaus Friedrichs Hasan Tercan Tobias Meisen 118 0 0 06 Aug 2025
Multi-Task Dense Prediction Fine-Tuning with Mixture of Fine-Grained Experts Yangyang Xu Xi Ye Duo Su MoE MoMe 157 0 0 25 Jul 2025
The Rise of Small Language Models in Healthcare: A Comprehensive Survey Muskan Garg Shaina Raza Shebuti Rayana Xingyi Liu Sunghwan Sohn LM&MA AILaw 403 9 0 23 Apr 2025
Transformer-based Graph Neural Networks for Battery Range Prediction in AIoT Battery-Swap Services Zhao Li Yang Liu Chuan Zhou Xuanwu Liu Xuming Pan Buqing Cao Xindong Wu 333 4 0 17 Feb 2025
EDTformer: An Efficient Decoder Transformer for Visual Place Recognition Tong Jin Feng Lu Shuyu Hu Chun Yuan Yunpeng Liu ViT 389 2 0 01 Dec 2024
Diff-2-in-1: Bridging Generation and Dense Perception with Diffusion ModelsInternational Conference on Learning Representations (ICLR), 2024 Shuhong Zheng Zhipeng Bao Ruoyu Zhao Martial Hebert Yu-Xiong Wang DiffM 395 0 0 07 Nov 2024
Swiss Army Knife: Synergizing Biases in Knowledge from Vision Foundation Models for Multi-Task LearningInternational Conference on Learning Representations (ICLR), 2024 Yuxiang Lu Shengcao Cao Yu-Xiong Wang 427 4 0 18 Oct 2024
An overview of domain-specific foundation model: key technologies, applications and challengesScience China Information Sciences (Sci. China Inf. Sci.), 2024 Haolong Chen Hanzhi Chen Zijian Zhao Kaifeng Han Guangxu Zhu Yichen Zhao Ying Du Wei Xu Qingjiang Shi ALM VLM 392 15 0 06 Sep 2024
MTMamba++: Enhancing Multi-Task Dense Scene Understanding via Mamba-Based DecodersIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Xiaoyuan Zhang Weisen Jiang Pengguang Chen Shu Liu Ying-Cong Chen Mamba 351 7 0 27 Aug 2024
MTMamba: Enhancing Multi-Task Dense Scene Understanding by Mamba-Based Decoders Xiaoyuan Zhang Weisen Jiang Pengguang Chen Yu Zhang Shu Liu Ying-Cong Chen Mamba 313 22 0 02 Jul 2024
Task Indicating Transformer for Task-conditional Dense Predictions Yuxiang Lu Shalayiding Sirejiding Bayram Bayramli Wei Ji Yue Ding Hongtao Lu 164 3 0 01 Mar 2024
PolyMaX: General Dense Prediction with Mask TransformerIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Xuan S. Yang Liangzhe Yuan Kimberly Wilber Astuti Sharma Xiuye Gu ... Stephanie Debats Huisheng Wang Hartwig Adam Mikhail Sirotenko Liang-Chieh Chen 243 24 0 09 Nov 2023
DeGMix: Efficient Multi-Task Dense Prediction with Deformable and Gating Mixer Yangyang Xu Jianlong Wu Bernard Ghanemm Guang Dai Du Bo Dacheng Tao 198 1 0 10 Aug 2023
Prompt Guided Transformer for Multi-Task Dense PredictionIEEE transactions on multimedia (IEEE TMM), 2023 Yuxiang Lu Shalayiding Sirejiding Yue Ding Chunlin Wang Hongtao Lu 217 31 0 28 Jul 2023
Towards Open Vocabulary Learning: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Jianzong Wu Xiangtai Li Shilin Xu Haobo Yuan Henghui Ding ... Jiangning Zhang Yu Tong Xudong Jiang Guohao Li Dacheng Tao ObjD VLM 330 211 0 28 Jun 2023
InvPT++: Inverted Pyramid Multi-Task Transformer for Visual Scene UnderstandingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Hanrong Ye Dan Xu ViT 201 23 0 08 Jun 2023
Transformer-Based Visual Segmentation: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Xiangtai Li Henghui Ding Haobo Yuan Wenwei Zhang Jiangmiao Pang Guangliang Cheng Kai-xiang Chen Ziwei Liu Chen Change Loy ViT MedIm 326 234 0 19 Apr 2023
Joint 2D-3D Multi-Task Learning on Cityscapes-3D: 3D Detection, Segmentation, and Depth Estimation Hanrong Ye Dan Xu 3DV 263 0 0 03 Apr 2023
Image Deblurring by Exploring In-depth Properties of TransformerIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Pengwei Liang Junjun Jiang Xianming Liu Jiayi Ma ViT 134 24 0 24 Mar 2023
Visual Exemplar Driven Task-Prompting for Unified Perception in Autonomous DrivingComputer Vision and Pattern Recognition (CVPR), 2023 Xiwen Liang Minzhe Niu Jianhua Han Hang Xu Chunjing Xu Xiaodan Liang VLM 208 20 0 03 Mar 2023
OmniForce: On Human-Centered, Large Model Empowered and Cloud-Edge Collaborative AutoML System Chao Xue Wen Liu Shunxing Xie Zhenfang Wang Jiaxing Li ... Shi-Yong Chen Yibing Zhan Jing Zhang Chaoyue Wang Dacheng Tao 203 2 0 01 Mar 2023
DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense PredictionAAAI Conference on Artificial Intelligence (AAAI), 2023 Yang Yang Yibo Yang Guang Dai ViT 228 69 0 09 Jan 2023
PanopticPartFormer++: A Unified and Decoupled View for Panoptic Part SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Xiangtai Li Shilin Xu Jianlong Wu Haobo Yuan Guangliang Cheng Yu Tong Zhouchen Lin Ming-Hsuan Yang Dacheng Tao ViT 308 27 0 03 Jan 2023
PromptonomyViT: Multi-Task Prompt Learning Improves Video Transformers using Synthetic Scene DataIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Roei Herzig Ofir Abramovich Elad Ben-Avraham Assaf Arbelle Leonid Karlinsky Ariel Shamir Trevor Darrell Amir Globerson 316 20 0 08 Dec 2022