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

28 May 2022

Xiangtai Li

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

25 / 25 papers shown

Title
The Rise of Small Language Models in Healthcare: A Comprehensive Survey Muskan Garg Shaina Raza Shebuti Rayana Xingyi Liu Sunghwan Sohn LM&MA AILaw 87 0 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 60 0 0 17 Feb 2025
EDTformer: An Efficient Decoder Transformer for Visual Place Recognition Tong Jin Feng Lu Shuyu Hu Chun Yuan Yunpeng Liu ViT 72 0 0 01 Dec 2024
Diff-2-in-1: Bridging Generation and Dense Perception with Diffusion Models Shuhong Zheng Zhipeng Bao Ruoyu Zhao Martial Hebert Yu-xiong Wang DiffM 35 0 0 07 Nov 2024
Swiss Army Knife: Synergizing Biases in Knowledge from Vision Foundation Models for Multi-Task Learning Yuxiang Lu Shengcao Cao Yu-xiong Wang 47 1 0 18 Oct 2024
MTMamba++: Enhancing Multi-Task Dense Scene Understanding via Mamba-Based Decoders Baijiong Lin Weisen Jiang Pengguang Chen Shu Liu Ying-Cong Chen Mamba 29 1 0 27 Aug 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 41 9 0 02 Jul 2024
Task Indicating Transformer for Task-conditional Dense Predictions Yuxiang Lu Shalayiding Sirejiding Bayram Bayramli Suizhi Huang Yue Ding Hongtao Lu 37 3 0 01 Mar 2024
PolyMaX: General Dense Prediction with Mask Transformer Xuan S. Yang Liangzhe Yuan Kimberly Wilber Astuti Sharma Xiuye Gu ... Stephanie Debats Huisheng Wang Hartwig Adam Mikhail Sirotenko Liang-Chieh Chen 26 14 0 09 Nov 2023
Deformable Mixer Transformer with Gating for Multi-Task Learning of Dense Prediction Yangyang Xu Yibo Yang Bernard Ghanemm L. Zhang Du Bo Dacheng Tao 10 1 0 10 Aug 2023
Prompt Guided Transformer for Multi-Task Dense Prediction Yuxiang Lu Shalayiding Sirejiding Yue Ding Chunlin Wang Hongtao Lu 39 18 0 28 Jul 2023
Towards Open Vocabulary Learning: A Survey Jianzong Wu Xiangtai Li Shilin Xu Haobo Yuan Henghui Ding ... Jiangning Zhang Yu Tong Xudong Jiang Bernard Ghanem Dacheng Tao ObjD VLM 29 136 0 28 Jun 2023
InvPT++: Inverted Pyramid Multi-Task Transformer for Visual Scene Understanding Hanrong Ye Dan Xu ViT 25 10 0 08 Jun 2023
Transformer-Based Visual Segmentation: A Survey Xiangtai Li Henghui Ding Haobo Yuan Wenwei Zhang Jiangmiao Pang Guangliang Cheng Kai-xiang Chen Ziwei Liu Chen Change Loy ViT MedIm 39 132 0 19 Apr 2023
Joint 2D-3D Multi-Task Learning on Cityscapes-3D: 3D Detection, Segmentation, and Depth Estimation Hanrong Ye Dan Xu 3DV 16 0 0 03 Apr 2023
Image Deblurring by Exploring In-depth Properties of Transformer Pengwei Liang Junjun Jiang Xianming Liu Jiayi Ma ViT 37 20 0 24 Mar 2023
Visual Exemplar Driven Task-Prompting for Unified Perception in Autonomous Driving Xiwen Liang Minzhe Niu Jianhua Han Hang Xu Chunjing Xu Xiaodan Liang VLM 21 14 0 03 Mar 2023
OmniForce: On Human-Centered, Large Model Empowered and Cloud-Edge Collaborative AutoML System Chao Xue W. Liu Shunxing Xie Zhenfang Wang Jiaxing Li ... Shi-Yong Chen Yibing Zhan Jing Zhang Chaoyue Wang Dacheng Tao 32 2 0 01 Mar 2023
DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense Prediction Yang Yang Yibo Yang L. Zhang ViT 23 51 0 09 Jan 2023
PanopticPartFormer++: A Unified and Decoupled View for Panoptic Part Segmentation Xiangtai Li Shilin Xu Yibo Yang Haobo Yuan Guangliang Cheng Yu Tong Zhouchen Lin Ming-Hsuan Yang Dacheng Tao ViT 37 21 0 03 Jan 2023
PromptonomyViT: Multi-Task Prompt Learning Improves Video Transformers using Synthetic Scene Data Roei Herzig Ofir Abramovich Elad Ben-Avraham Assaf Arbelle Leonid Karlinsky Ariel Shamir Trevor Darrell Amir Globerson 32 16 0 08 Dec 2022
Visual Recognition with Deep Nearest Centroids Wenguan Wang Cheng Han Tianfei Zhou Dongfang Liu 49 91 0 15 Sep 2022
Are we ready for a new paradigm shift? A Survey on Visual Deep MLP Ruiyang Liu Yinghui Li Li Tao Dun Liang Haitao Zheng 82 96 0 07 Nov 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 269 3,622 0 24 Feb 2021
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 440 15,637 0 02 Nov 2015