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"

50 / 70 papers shown

Title
Image Recognition with Online Lightweight Vision Transformer: A Survey Zherui Zhang Rongtao Xu Jie Zhou Changwei Wang Xingtian Pei ... Jiguang Zhang Li Guo Longxiang Gao W. Xu Shibiao Xu ViT 110 0 0 06 May 2025
iMacSR: Intermediate Multi-Access Supervision and Regularization in Training Autonomous Driving Models Wei-Bin Kou Guangxu Zhu Yichen Jin Shuai Wang Ming Tang Yik-Chung Wu 38 0 0 01 May 2025
FedEMA: Federated Exponential Moving Averaging with Negative Entropy Regularizer in Autonomous Driving Wei-Bin Kou Guangxu Zhu Bingyang Cheng Shuai Wang Ming Tang Yik-Chung Wu 40 0 0 01 May 2025
Uncertainty Guided Refinement for Fine-Grained Salient Object Detection Yao Yuan Pan Gao Qun Dai Jie Qin Wei Xiang 30 0 0 13 Apr 2025
Could AI Trace and Explain the Origins of AI-Generated Images and Text? Hongchao Fang Yixin Liu R. Xu Can Qin Y. Liu Feng Liu Lichao Sun Dongwon Lee Lifu Huang Wenpeng Yin DeLMO 62 0 0 05 Apr 2025
Adaptive Frequency Enhancement Network for Remote Sensing Image Semantic Segmentation Feng Gao Miao Fu Jingchao Cao Junyu Dong Q. Du 37 0 0 03 Apr 2025
LSNet: See Large, Focus Small Ao Wang Hui Chen Zijia Lin J. Han Guiguang Ding 37 0 0 29 Mar 2025
SCHNet: SAM Marries CLIP for Human Parsing Kunliang Liu Jianming Wang Rize Jin Wonjun Hwang Tae-Sun Chung VLM 68 0 0 28 Mar 2025
EDM: Efficient Deep Feature Matching Xi Li Tong Rao Cihui Pan 39 0 0 07 Mar 2025
MAGIC++: Efficient and Resilient Modality-Agnostic Semantic Segmentation via Hierarchical Modality Selection Xu Zheng Yuanhuiyi Lyu Lutao Jiang Jiazhou Zhou Lin Wang Xuming Hu 74 4 0 22 Dec 2024
Cascaded Multi-Scale Attention for Enhanced Multi-Scale Feature Extraction and Interaction with Low-Resolution Images Xiangyong Lu Masanori Suganuma Takayuki Okatani 72 0 0 03 Dec 2024
PETAH: Parameter Efficient Task Adaptation for Hybrid Transformers in a resource-limited Context Maximilian Augustin Syed Shakib Sarwar Mostafa Elhoushi Sai Qian Zhang Yuecheng Li B. D. Salvo 23 0 0 23 Oct 2024
Efficient Semantic Segmentation via Lightweight Multiple-Information Interaction Network Yangyang Qiu Guoan Xu Guangwei Gao Zhenhua Guo Yi Yu Chia-Wen Lin 30 0 0 03 Oct 2024
MetaSeg: MetaFormer-based Global Contexts-aware Network for Efficient Semantic Segmentation Beoungwoo Kang Seunghun Moon Yubin Cho Hyunwoo Yu Suk-Ju Kang ViT MedIm 24 8 0 14 Aug 2024
MacFormer: Semantic Segmentation with Fine Object Boundaries Guoan Xu Wenfeng Huang Tao Wu Ligeng Chen Wenjing Jia Guangwei Gao Xiatian Zhu Stuart W. Perry 31 0 0 11 Aug 2024
Embedding-Free Transformer with Inference Spatial Reduction for Efficient Semantic Segmentation Hyunwoo Yu Yubin Cho Beoungwoo Kang Seunghun Moon Kyeongbo Kong Suk-Ju Kang 28 3 0 24 Jul 2024
Centering the Value of Every Modality: Towards Efficient and Resilient Modality-agnostic Semantic Segmentation Xueye Zheng Yuanhuiyi Lyu Jiazhou Zhou Lin Wang 27 7 0 16 Jul 2024
Early Explorations of Lightweight Models for Wound Segmentation on Mobile Devices Vanessa Borst Timo Dittus Konstantin Müller Samuel Kounev 24 2 0 10 Jul 2024
HAFormer: Unleashing the Power of Hierarchy-Aware Features for Lightweight Semantic Segmentation Guoan Xu Wenjing Jia Tao Wu Ligeng Chen Guangwei Gao ViT 30 9 0 10 Jul 2024
Mamba or RWKV: Exploring High-Quality and High-Efficiency Segment Anything Model Haobo Yuan Xiangtai Li Lu Qi Tao Zhang Ming Yang Shuicheng Yan Chen Change Loy VLM 32 10 0 27 Jun 2024
DSNet: A Novel Way to Use Atrous Convolutions in Semantic Segmentation Zilu Guo Liuyang Bian Xuan Huang Hu Wei Jingyu Li Huasheng Ni SSeg 65 8 0 06 Jun 2024
ViG: Linear-complexity Visual Sequence Learning with Gated Linear Attention Bencheng Liao Xinggang Wang Lianghui Zhu Qian Zhang Chang Huang 45 4 0 28 May 2024
YOLOv10: Real-Time End-to-End Object Detection Ao Wang Hui Chen Lihao Liu Kai Chen Zijia Lin Jungong Han Guiguang Ding 3DH 35 911 0 23 May 2024
Context-Guided Spatial Feature Reconstruction for Efficient Semantic Segmentation Zhenliang Ni Xinghao Chen Yingjie Zhai Yehui Tang Yunhe Wang 29 15 0 10 May 2024
Beyond Image Super-Resolution for Image Recognition with Task-Driven Perceptual Loss Jaeha Kim Junghun Oh Kyoung Mu Lee SupR 19 2 0 02 Apr 2024
2023 Low-Power Computer Vision Challenge (LPCVC) Summary Leo Chen Benjamin Boardley Ping Hu Yiru Wang Yifan Pu ... Arseny Yanchenko S. Alyamkin Xiaowei Hu George K. Thiruvathukal Yu Lu 32 2 0 11 Mar 2024
SCTNet: Single-Branch CNN with Transformer Semantic Information for Real-Time Segmentation Zhengze Xu Dongyue Wu Changqian Yu Xiangxiang Chu Nong Sang Changxin Gao ViT 71 49 0 28 Dec 2023
EdgeSAM: Prompt-In-the-Loop Distillation for On-Device Deployment of SAM Chong Zhou Xiangtai Li Chen Change Loy Bo Dai VLM 28 44 0 11 Dec 2023
Mobile-Seed: Joint Semantic Segmentation and Boundary Detection for Mobile Robots Youqi Liao Shuhao Kang Jianping Li Yang Liu Yun Liu Zhen Dong Bisheng Yang Xieyuanli Chen 17 9 0 21 Nov 2023
SBCFormer: Lightweight Network Capable of Full-size ImageNet Classification at 1 FPS on Single Board Computers Xiangyong Lu Masanori Suganuma Takayuki Okatani 25 10 0 07 Nov 2023
Scattering Vision Transformer: Spectral Mixing Matters Badri N. Patro Vijay Srinivas Agneeswaran 24 14 0 02 Nov 2023
SeisT: A foundational deep learning model for earthquake monitoring tasks Sen Li Xu Yang Anye Cao Changbin Wang Yaoqi Liu Yapeng Liu Qiang Niu 28 3 0 02 Oct 2023
Gold-YOLO: Efficient Object Detector via Gather-and-Distribute Mechanism Chengcheng Wang Wei He Ying Nie Jianyuan Guo Chuanjian Liu Kai Han Yunhe Wang ObjD 21 201 0 20 Sep 2023
M $^3$ Net: Multilevel, Mixed and Multistage Attention Network for Salient Object Detection Yao Yuan Pan Gao Xiaoyang Tan 3DPC 18 4 0 15 Sep 2023
DiffI2I: Efficient Diffusion Model for Image-to-Image Translation Bin Xia Yulun Zhang Shiyin Wang Yitong Wang Xing Wu Yapeng Tian Wenming Yang Radu Timotfe Luc Van Gool DiffM VLM 26 14 0 26 Aug 2023
Enhancing Landmark Detection in Cluttered Real-World Scenarios with Vision Transformers Mohammad Javad Rajabi Morteza Mirzai A. Nickabadi ViT 24 0 0 25 Aug 2023
Vision Transformer Adapters for Generalizable Multitask Learning Deblina Bhattacharjee Sabine Süsstrunk Mathieu Salzmann ViT 19 8 0 23 Aug 2023
Multi-Task Hypergraphs for Semi-supervised Learning using Earth Observations Mihai Cristian Pîrvu Alina Marcu A. Dobrescu N. Belbachir Marius Leordeanu 16 6 0 21 Aug 2023
Self-supervised Hypergraphs for Learning Multiple World Interpretations Alina Marcu Mihai Cristian Pîrvu Dragos Costea Emanuela Haller E. Slusanschi A. Belbachir Rahul Sukthankar Marius Leordeanu SSL 16 4 0 15 Aug 2023
Isomer: Isomerous Transformer for Zero-shot Video Object Segmentation Yichen Yuan Yifan Wang Lijun Wang Xiaoqi Zhao Huchuan Lu Yu Wang Wei Su Lei Zhang VOS 19 7 0 13 Aug 2023
Vision Backbone Enhancement via Multi-Stage Cross-Scale Attention Liang Shang Yanli Liu Zhengyang Lou Shuxue Quan N. Adluru Bochen Guan W. Sethares 19 1 0 10 Aug 2023
RepViT: Revisiting Mobile CNN From ViT Perspective Ao Wang Hui Chen Zijia Lin Hengjun Pu Guiguang Ding 27 173 0 18 Jul 2023
Residual Spatial Fusion Network for RGB-Thermal Semantic Segmentation Ping Li Junjie Chen Binbin Lin Xianghua Xu 37 17 0 17 Jun 2023
Lightweight Monocular Depth Estimation via Token-Sharing Transformer Dong-Jae Lee Jae Young Lee Hyounguk Shon Eojindl Yi Yeong-Hun Park Sung-Jin Cho Junmo Kim ViT MDE 6 4 0 09 Jun 2023
Content-aware Token Sharing for Efficient Semantic Segmentation with Vision Transformers Chenyang Lu Daan de Geus Gijs Dubbelman ViT 20 20 0 03 Jun 2023
eWaSR -- an embedded-compute-ready maritime obstacle detection network Matija Tersek Lojze Žust Matej Kristan 19 9 0 21 Apr 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 37 132 0 19 Apr 2023
SpectFormer: Frequency and Attention is what you need in a Vision Transformer Badri N. Patro Vinay P. Namboodiri Vijay Srinivas Agneeswaran ViT 22 47 0 13 Apr 2023
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 22 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 19 14 0 11 Apr 2023