TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation

12 April 2022

Tao Chen

Chunhua Shen

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

20 / 70 papers shown

Title
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 28 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 21 2 0 06 Mar 2023
Efficiency 360: Efficient Vision Transformers Badri N. Patro Vijay Srinivas Agneeswaran 21 6 0 16 Feb 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 24 50 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 27 13 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 25 159 0 15 Dec 2022
ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation Ziqi Zhou Bowen Zhang Yinjie Lei Lingqiao Liu Yifan Liu VLM 19 167 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 18 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 12 31 0 28 Sep 2022
Self-Attentive Pooling for Efficient Deep Learning Fang Chen Gourav Datta Souvik Kundu P. Beerel 74 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 32 32 0 08 Aug 2022
Multi-manifold Attention for Vision Transformers D. Konstantinidis Ilias Papastratis K. Dimitropoulos P. Daras ViT 14 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 16 346 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 19 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 39 36 0 27 Feb 2022
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer Sachin Mehta Mohammad Rastegari ViT 189 1,212 0 05 Oct 2021
Mobile-Former: Bridging MobileNet and Transformer Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Xiaoyi Dong Lu Yuan Zicheng Liu ViT 172 475 0 12 Aug 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 266 3,622 0 24 Feb 2021
AlignSeg: Feature-Aligned Segmentation Networks Zilong Huang Yunchao Wei Xinggang Wang Wenyu Liu Thomas S. Huang Humphrey Shi SSeg 134 146 0 24 Feb 2020
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,561 0 17 Apr 2017