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SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers

31 May 2021

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Papers citing "SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers"

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Title
Structural Information Guided Multimodal Pre-training for Vehicle-centric Perception Tianlin Li Wentao Wu Chenglong Li Zhicheng Zhao Zhe Chen Yukai Shi Jin Tang 90 4 0 15 Dec 2023
Collaborating Foundation Models for Domain Generalized Semantic Segmentation Yasser Benigmim Subhankar Roy S. Essid Vicky Kalogeiton Stéphane Lathuilière 135 14 0 15 Dec 2023
WeatherProof: A Paired-Dataset Approach to Semantic Segmentation in Adverse Weather Blake Gella Howard Zhang Rishi Upadhyay Tiffany Chang Matthew Waliman Yunhao Ba Alex Wong A. Kadambi 69 6 0 15 Dec 2023
SeiT++: Masked Token Modeling Improves Storage-efficient Training Min-Seob Lee Song Park Byeongho Heo Dongyoon Han Hyunjung Shim MQ VLM 70 1 0 15 Dec 2023
Agent Attention: On the Integration of Softmax and Linear Attention Dongchen Han Tianzhu Ye Yizeng Han Zhuofan Xia Siyuan Pan Pengfei Wan Shiji Song Gao Huang 103 86 0 14 Dec 2023
Dual Branch Network Towards Accurate Printed Mathematical Expression Recognition Yuqing Wang Zhenyu Weng Zhaokun Zhou Shuaijian Ji Zhongjie Ye Yuesheng Zhu 57 2 0 14 Dec 2023
Progressive Feature Self-reinforcement for Weakly Supervised Semantic Segmentation Jingxuan He Lechao Cheng Chaowei Fang Zunlei Feng Tingting Mu Min-Gyoo Song 74 7 0 14 Dec 2023
Achelous++: Power-Oriented Water-Surface Panoptic Perception Framework on Edge Devices based on Vision-Radar Fusion and Pruning of Heterogeneous Modalities Runwei Guan Haocheng Zhao Shanliang Yao Ka Lok Man Xiaohui Zhu ... Yong Yue Jeremy S. Smith Eng Gee Lim Weiping Ding Yutao Yue 77 5 0 14 Dec 2023
Polyper: Boundary Sensitive Polyp Segmentation Hao Shao Yang Zhang Qibin Hou 85 13 0 14 Dec 2023
VMT-Adapter: Parameter-Efficient Transfer Learning for Multi-Task Dense Scene Understanding Yi Xin Junlong Du Qiang Wang Zhiwen Lin Ke Yan VPVLM 160 54 0 14 Dec 2023
Segment Beyond View: Handling Partially Missing Modality for Audio-Visual Semantic Segmentation Renjie Wu Hu Wang Feras Dayoub Hsiang-Ting Chen 68 5 0 14 Dec 2023
Factorization Vision Transformer: Modeling Long Range Dependency with Local Window Cost Haolin Qin Daquan Zhou Tingfa Xu Ziyang Bian Jianan Li 76 9 0 14 Dec 2023
MCANet: Medical Image Segmentation with Multi-Scale Cross-Axis Attention Hao Shao Quansheng Zeng Qibin Hou Jufeng Yang 144 14 0 14 Dec 2023
LD-SDM: Language-Driven Hierarchical Species Distribution Modeling Srikumar Sastry Xin Xing Aayush Dhakal Subash Khanal Adeel Ahmad Nathan Jacobs 90 6 0 13 Dec 2023
Toward Real Text Manipulation Detection: New Dataset and New Solution Dongliang Luo Yuliang Liu Rui Yang Xianjin Liu Jishen Zeng Yu Zhou Xiang Bai 60 3 0 12 Dec 2023
Relevant Intrinsic Feature Enhancement Network for Few-Shot Semantic Segmentation Xiaoyi Bao Jie Qin Siyang Sun Yun Zheng Xingang Wang 76 14 0 11 Dec 2023
Cooperation Does Matter: Exploring Multi-Order Bilateral Relations for Audio-Visual Segmentation Qi Yang Xing Nie Tong Li Pengfei Gao Ying Guo Cheng Zhen Pengfei Yan Shiming Xiang VOS 87 14 0 11 Dec 2023
Semantic Connectivity-Driven Pseudo-labeling for Cross-domain Segmentation Dong Zhao Rui Yang Shuang Wang Qi Zang Yang Hu Licheng Jiao N. Sebe Zhun Zhong 93 6 0 11 Dec 2023
U-MixFormer: UNet-like Transformer with Mix-Attention for Efficient Semantic Segmentation Seul-Ki Yeom Julian von Klitzing ViT 78 8 0 11 Dec 2023
AUGCAL: Improving Sim2Real Adaptation by Uncertainty Calibration on Augmented Synthetic Images Prithvijit Chattopadhyay Bharat Goyal B. Ecsedi Viraj Prabhu Judy Hoffman 92 1 0 11 Dec 2023
SkyScenes: A Synthetic Dataset for Aerial Scene Understanding Sahil Khose Anisha Pal Aayushi Agarwal Deepanshi Judy Hoffman Prithvijit Chattopadhyay VGen 56 3 0 11 Dec 2023
VOODOO 3D: Volumetric Portrait Disentanglement for One-Shot 3D Head Reenactment Phong Tran Egor Zakharov Long-Nhat Ho Anh Tran Liwen Hu Hao Li 3DH 90 14 0 07 Dec 2023
Fine-tuning vision foundation model for crack segmentation in civil infrastructures Kang Ge Chen Wang Yutao Guo Yansong Tang Zhenzhong Hu Hongbing Chen VLM 74 23 0 07 Dec 2023
Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic Segmentation Jiawei Fan Chao Li Xiaolong Liu Meina Song Anbang Yao 62 6 0 07 Dec 2023
Open-Vocabulary Segmentation with Semantic-Assisted Calibration Yong Liu Sule Bai Guanbin Li Yitong Wang Yansong Tang VLM 97 33 0 07 Dec 2023
An unsupervised approach towards promptable defect segmentation in laser-based additive manufacturing by Segment Anything Israt Zarin Era Imtiaz Ahmed Zhichao Liu Srinjoy Das 80 2 0 07 Dec 2023
FRNet: Frustum-Range Networks for Scalable LiDAR Segmentation Xiang Xu Lingdong Kong Hui Shuai Qingshan Liu 3DPC 141 27 0 07 Dec 2023
Foundation Model Assisted Weakly Supervised Semantic Segmentation Xiaobo Yang Xiaojin Gong VLM 91 26 0 06 Dec 2023
ShareCMP: Polarization-Aware RGB-P Semantic Segmentation Zhuoyan Liu Bo Wang Lizhi Wang Chenyu Mao Ye Li 94 1 0 06 Dec 2023
AI-SAM: Automatic and Interactive Segment Anything Model Yimu Pan Sitao Zhang Alison D. Gernand Jeffery A. Goldstein J. Z. Wang VLM 62 4 0 05 Dec 2023
DGInStyle: Domain-Generalizable Semantic Segmentation with Image Diffusion Models and Stylized Semantic Control Yuru Jia Lukas Hoyer Shengyu Huang Tianfu Wang Luc Van Gool Konrad Schindler Anton Obukhov DiffM 121 24 0 05 Dec 2023
UPOCR: Towards Unified Pixel-Level OCR Interface Dezhi Peng Zhenhua Yang Jiaxin Zhang Chongyu Liu Yongxin Shi Kai Ding Fengjun Guo Lianwen Jin 127 11 0 05 Dec 2023
Graph Information Bottleneck for Remote Sensing Segmentation Yuntao Shou Wei Ai Tao Meng SSL 55 25 0 05 Dec 2023
Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic Segmentation J. Niemeijer Manuel Schwonberg Jan-Aike Termöhlen Nico M. Schmidt Tim Fingscheidt DiffM 76 19 0 04 Dec 2023
Few Clicks Suffice: Active Test-Time Adaptation for Semantic Segmentation Longhui Yuan Shuangliang Li Zhuo He Binhui Xie TTA VLM 72 1 0 04 Dec 2023
Exploring Multi-Modal Fusion for Image Manipulation Detection and Localization Konstantinos Triaridis Vasileios Mezaris 72 4 0 04 Dec 2023
Universal Segmentation at Arbitrary Granularity with Language Instruction Yong Liu Cairong Zhang Yitong Wang Jiahao Wang Yujiu Yang Yansong Tang VLM VOS 117 20 0 04 Dec 2023
A New Learning Paradigm for Foundation Model-based Remote Sensing Change Detection Kaiyu Li Xiangyong Cao Deyu Meng 74 62 0 02 Dec 2023
Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning Shaohua Dong Yunhe Feng Qing Yang Yan Huang Dongfang Liu Heng Fan VLM 92 23 0 01 Dec 2023
InstructSeq: Unifying Vision Tasks with Instruction-conditioned Multi-modal Sequence Generation Rongyao Fang Shilin Yan Zhaoyang Huang Jingqiu Zhou Hao Tian Jifeng Dai Hongsheng Li MLLM 106 14 0 30 Nov 2023
DEVIAS: Learning Disentangled Video Representations of Action and Scene for Holistic Video Understanding Kyungho Bae Geo Ahn Youngrae Kim Jinwoo Choi 66 3 0 30 Nov 2023
Portrait4D: Learning One-Shot 4D Head Avatar Synthesis using Synthetic Data Yu Deng Duomin Wang Xiaohang Ren Xingyu Chen Baoyuan Wang 102 25 0 30 Nov 2023
Seg2Reg: Differentiable 2D Segmentation to 1D Regression Rendering for 360 Room Layout Reconstruction Cheng Sun Wei-En Tai Yu-Lin Shih Kuan-Wei Chen Yong-Jing Syu Kent Selwyn The Yu-Chiang Frank Wang Hwann-Tzong Chen 3DV 71 3 0 30 Nov 2023
Learning Part Segmentation from Synthetic Animals Jiawei Peng Ju He Prakhar Kaushik Zihao Xiao Jiteng Mu Alan Yuille 72 3 0 30 Nov 2023
A Lightweight Clustering Framework for Unsupervised Semantic Segmentation Yau Shing Jonathan Cheung Xi Chen Lihe Yang Hengshuang Zhao 71 1 0 30 Nov 2023
Periodic Vibration Gaussian: Dynamic Urban Scene Reconstruction and Real-time Rendering Yurui Chen Chun Gu Junzhe Jiang Xiatian Zhu Li Zhang 3DGS 108 67 0 30 Nov 2023
SimulFlow: Simultaneously Extracting Feature and Identifying Target for Unsupervised Video Object Segmentation Lingyi Hong Wei Zhang Shuyong Gao Hong Lu Wenqiang Zhang VOS 83 9 0 30 Nov 2023
One-Shot Open Affordance Learning with Foundation Models Gen Li Deqing Sun Laura Sevilla-Lara Varun Jampani VLM 118 26 0 29 Nov 2023
Cam4DOcc: Benchmark for Camera-Only 4D Occupancy Forecasting in Autonomous Driving Applications Junyi Ma Xieyuanli Chen Jiawei Huang Jingyi Xu Zhen Luo Jintao Xu Weihao Gu Rui Ai Hesheng Wang 77 29 0 29 Nov 2023
Spherical Frustum Sparse Convolution Network for LiDAR Point Cloud Semantic Segmentation Yu Zheng Guangming Wang Jiuming Liu Marc Pollefeys Hesheng Wang 3DPC 70 2 0 29 Nov 2023