DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense
Prediction

DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense Prediction

9 January 2023

Papers citing "DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense Prediction"

19 / 19 papers shown

Title
MultiTaskVIF: Segmentation-oriented visible and infrared image fusion via multi-task learning Zixian Zhao Andrew Howes Xingchen Zhang 26 0 0 10 May 2025
MMTL-UniAD: A Unified Framework for Multimodal and Multi-Task Learning in Assistive Driving Perception Wenzhuo Liu Wenshuo Wang Yicheng Qiao Qiannan Guo Jiayin Zhu ... Huiming Yang Zhiwei Li Lening Wang Tiao Tan Huaping Liu 50 1 0 03 Apr 2025
Optimizing Dense Visual Predictions Through Multi-Task Coherence and Prioritization Maxime Fontana Michael W. Spratling Miaojing Shi MoE VLM 66 0 0 04 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 49 1 0 18 Oct 2024
Task Indicating Transformer for Task-conditional Dense Predictions Yuxiang Lu Shalayiding Sirejiding Bayram Bayramli Suizhi Huang Yue Ding Hongtao Lu 47 3 0 01 Mar 2024
YOLO-MED : Multi-Task Interaction Network for Biomedical Images Suizhi Huang Shalayiding Sirejiding Yuxiang Lu Yue Ding Leheng Liu Hui Zhou Hongtao Lu 43 3 0 01 Mar 2024
VMT-Adapter: Parameter-Efficient Transfer Learning for Multi-Task Dense Scene Understanding Yi Xin Junlong Du Qiang Wang Zhiwen Lin Ke Yan VPVLM 86 49 0 14 Dec 2023
MmAP : Multi-modal Alignment Prompt for Cross-domain Multi-task Learning Yi Xin Junlong Du Qiang Wang Ke Yan Shouhong Ding VLM 41 45 0 14 Dec 2023
Factorized Tensor Networks for Multi-Task and Multi-Domain Learning Yash Garg Nebiyou Yismaw Rakib Hyder Ashley Prater-Bennette M. Salman Asif 31 2 0 09 Oct 2023
Video Task Decathlon: Unifying Image and Video Tasks in Autonomous Driving Thomas E. Huang Yifan Liu Luc Van Gool Fisher Yu 29 5 0 08 Sep 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 21 1 0 10 Aug 2023
Prompt Guided Transformer for Multi-Task Dense Prediction Yuxiang Lu Shalayiding Sirejiding Yue Ding Chunlin Wang Hongtao Lu 41 18 0 28 Jul 2023
When Multi-Task Learning Meets Partial Supervision: A Computer Vision Review Maxime Fontana Michael W. Spratling Miaojing Shi 47 6 0 25 Jul 2023
FedBone: Towards Large-Scale Federated Multi-Task Learning Yiqiang Chen Teng Zhang Xinlong Jiang Qian Chen Chenlong Gao Wuliang Huang FedML AI4CE 24 11 0 30 Jun 2023
A Dynamic Feature Interaction Framework for Multi-task Visual Perception Yuling Xi Hao Chen Ning Wang Peng Wang Yanning Zhang Chunhua Shen Yifan Liu 33 4 0 08 Jun 2023
Token Contrast for Weakly-Supervised Semantic Segmentation Lixiang Ru Heliang Zheng Yibing Zhan Bo Du ViT 37 86 0 02 Mar 2023
MulT: An End-to-End Multitask Learning Transformer Deblina Bhattacharjee Tong Zhang Sabine Süsstrunk Mathieu Salzmann ViT 36 62 0 17 May 2022
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 277 3,623 0 24 Feb 2021