TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation

TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation

12 April 2022

Tao Chen

Chunhua Shen

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Papers citing "TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation"

17 / 67 papers shown

Title
DUFormer: Solving Power Line Detection Task in Aerial Images using Semantic Segmentation Deyu An Qian Zhang Jianshu Chao Tingli Li Feng Qiao Yong Deng Zhen-Peng Bian ViT 38 6 0 12 Apr 2023
PP-MobileSeg: Explore the Fast and Accurate Semantic Segmentation Model on Mobile Devices Shiyu Tang Ting Sun Juncai Peng Guowei Chen Yuying Hao Manhui Lin Z. Xiao Jiangbin You Yi Liu ViT 59 14 0 11 Apr 2023
MobileInst: Video Instance Segmentation on the Mobile Renhong Zhang Tianheng Cheng Shusheng Yang Hao Jiang Shuai Zhang ... Xin Li Xiaowen Ying Dashan Gao Wenyu Liu Xinggang Wang 104 7 0 30 Mar 2023
Traffic Scene Parsing through the TSP6K Dataset Peng-Tao Jiang Yuqi Yang Yang Cao Qibin Hou Ming-Ming Cheng Chunhua Shen ViT 70 2 0 06 Mar 2023
Efficiency 360: Efficient Vision Transformers Badri N. Patro Vijay Srinivas Agneeswaran 163 6 0 16 Feb 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 94 53 0 13 Feb 2023
Consistency Regularisation in Varying Contexts and Feature Perturbations for Semi-Supervised Semantic Segmentation of Histology Images R. M. S. Bashir Talha Qaiser S. Raza Nasir M. Rajpoot 62 14 0 30 Jan 2023
Rethinking Vision Transformers for MobileNet Size and Speed Yanyu Li Ju Hu Yang Wen Georgios Evangelidis Kamyar Salahi Yanzhi Wang Sergey Tulyakov Jian Ren ViT 115 170 0 15 Dec 2022
ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation Ziqi Zhou Bowen Zhang Yinjie Lei Lingqiao Liu Yifan Liu VLM 97 176 0 07 Dec 2022
BiViT: Extremely Compressed Binary Vision Transformer Yefei He Zhenyu Lou Luoming Zhang Jing Liu Weijia Wu Hong Zhou Bohan Zhuang ViT MQ 71 28 0 14 Nov 2022
DPNet: Dual-Path Network for Real-time Object Detection with Lightweight Attention Quan Zhou Huiming Shi Wei Xiang Bin Kang Xiaofu Wu Longin Jan Latecki ObjD 131 33 0 28 Sep 2022
Self-Attentive Pooling for Efficient Deep Learning Fang Chen Gourav Datta Souvik Kundu Peter A. Beerel 140 6 0 16 Sep 2022
In the Eye of Transformer: Global-Local Correlation for Egocentric Gaze Estimation Bolin Lai Miao Liu Fiona Ryan James M. Rehg ViT 97 37 0 08 Aug 2022
Multi-manifold Attention for Vision Transformers D. Konstantinidis Ilias Papastratis K. Dimitropoulos P. Daras ViT 103 16 0 18 Jul 2022
EfficientFormer: Vision Transformers at MobileNet Speed Yanyu Li Geng Yuan Yang Wen Eric Hu Georgios Evangelidis Sergey Tulyakov Yanzhi Wang Jian Ren ViT 160 372 0 02 Jun 2022
Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning Xinyu Luo Jiaming Zhang Kailun Yang Alina Roitberg Kunyu Peng Rainer Stiefelhagen 55 9 0 19 Mar 2022
TransKD: Transformer Knowledge Distillation for Efficient Semantic Segmentation R. Liu Kailun Yang Alina Roitberg Jiaming Zhang Kunyu Peng Huayao Liu Yaonan Wang Rainer Stiefelhagen ViT 91 38 0 27 Feb 2022

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