SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation

18 September 2022

Ming-Ming Cheng

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Papers citing "SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation"

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Title
SANeRF-HQ: Segment Anything for NeRF in High Quality Yichen Liu Benran Hu Chi-Keung Tang Yu-Wing Tai 90 13 0 03 Dec 2023
Rethinking Detection Based Table Structure Recognition for Visually Rich Document Images Bin Xiao Murat Simsek B. Kantarci Ala Abu Alkheir LMTD 104 1 0 01 Dec 2023
Improving Feature Stability during Upsampling -- Spectral Artifacts and the Importance of Spatial Context Shashank Agnihotri Julia Grabinski Margret Keuper 82 6 0 29 Nov 2023
EviPrompt: A Training-Free Evidential Prompt Generation Method for Segment Anything Model in Medical Images Yinsong Xu Jiaqi Tang Aidong Men Qingchao Chen VLM MedIm 90 7 0 10 Nov 2023
Minimalist and High-Performance Semantic Segmentation with Plain Vision Transformers Yuanduo Hong Jue Wang Weichao Sun Huihui Pan VLM ViT 88 7 0 19 Oct 2023
IDRNet: Intervention-Driven Relation Network for Semantic Segmentation Zhenchao Jin Xiaowei Hu Lingting Zhu Luchuan Song Li Yuan Lequan Yu 90 21 0 16 Oct 2023
CLIP Is Also a Good Teacher: A New Learning Framework for Inductive Zero-shot Semantic Segmentation Jialei Chen Daisuke Deguchi Chenkai Zhang Xu Zheng Hiroshi Murase VLM 124 9 0 03 Oct 2023
Convolutional Networks with Oriented 1D Kernels Alexandre Kirchmeyer Jia Deng 106 5 0 27 Sep 2023
LOGICSEG: Parsing Visual Semantics with Neural Logic Learning and Reasoning Liulei Li Wenguan Wang Yi Yang NAI VLM 77 27 0 24 Sep 2023
DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation Bo Yin Xuying Zhang Zhongyu Li Li Liu Ming-Ming Cheng Qibin Hou 88 52 0 18 Sep 2023
DMKD: Improving Feature-based Knowledge Distillation for Object Detection Via Dual Masking Augmentation Guangqi Yang Yin Tang Zhijian Wu Jun Yu Li Jianhua Xu Xili Wan 60 4 0 06 Sep 2023
MuraNet: Multi-task Floor Plan Recognition with Relation Attention Lingxiao Huang Jung-Hsuan Wu Chiching Wei Wilson Li 78 2 0 01 Sep 2023
ARFA: An Asymmetric Receptive Field Autoencoder Model for Spatiotemporal Prediction Wenxuan Zhang Xuechao Zou Li Wu Xiaoying Wang Jianqiang Huang Junliang Xing 65 0 0 01 Sep 2023
Computation-efficient Deep Learning for Computer Vision: A Survey Yulin Wang Yizeng Han Chaofei Wang Shiji Song Qi Tian Gao Huang VLM 130 20 0 27 Aug 2023
Understanding Dark Scenes by Contrasting Multi-Modal Observations Xiaoyu Dong Naoto Yokoya 95 6 0 23 Aug 2023
ADNet: Lane Shape Prediction via Anchor Decomposition Lingyu Xiao Xiang Li Sen Yang Wankou Yang 83 23 0 21 Aug 2023
Single Frame Semantic Segmentation Using Multi-Modal Spherical Images Suresh Guttikonda J. Rambach ViT MDE 63 11 0 18 Aug 2023
SparseBEV: High-Performance Sparse 3D Object Detection from Multi-Camera Videos Haisong Liu Yao Teng Tao Lu Haiguang Wang Liming Wang 109 107 0 18 Aug 2023
High-Fidelity Lake Extraction via Two-Stage Prompt Enhancement: Establishing a Novel Baseline and Benchmark Ben Chen Xuechao Zou Keqin Li Yu-an Zhang Junliang Xing Pin Tao 33 1 0 16 Aug 2023
Large-kernel Attention for Efficient and Robust Brain Lesion Segmentation Liam Chalcroft Ruben Lourencco Pereira Mikael Brudfors Andrew S. Kayser M. D’Esposito Cathy J. Price Ioannis Pappas John Ashburner ViT 3DV MedIm 81 8 0 14 Aug 2023
Synthetic Instance Segmentation from Semantic Image Segmentation Masks Yuchen Shen Dong Zhang Yuhui Zheng Zechao Li L. Fu Qiaolin Ye ISeg 56 0 0 02 Aug 2023
OAFuser: Towards Omni-Aperture Fusion for Light Field Semantic Segmentation Fei Teng Jiaming Zhang Kunyu Peng Yaonan Wang Rainer Stiefelhagen Kailun Yang 66 4 0 28 Jul 2023
Resolution-Aware Design of Atrous Rates for Semantic Segmentation Networks Bum Jun Kim Hyeyeon Choi Hyeonah Jang Sang Woo Kim SSeg 68 0 0 26 Jul 2023
As large as it gets: Learning infinitely large Filters via Neural Implicit Functions in the Fourier Domain Julia Grabinski J. Keuper Margret Keuper 45 7 0 19 Jul 2023
WaterScenes: A Multi-Task 4D Radar-Camera Fusion Dataset and Benchmarks for Autonomous Driving on Water Surfaces Shanliang Yao Runwei Guan Zhaodong Wu Yi Ni Zile Huang ... H. Seo Ka Lok Man Jieming Ma Xiaohui Zhu Yutao Yue 107 24 0 13 Jul 2023
Line Graphics Digitization: A Step Towards Full Automation Omar Moured Jiaming Zhang Alina Roitberg Thorsten Schwarz Rainer Stiefelhagen 40 5 0 05 Jul 2023
Stitched ViTs are Flexible Vision Backbones Zizheng Pan Jing Liu Haoyu He Jianfei Cai Bohan Zhuang 46 3 0 30 Jun 2023
Channel prior convolutional attention for medical image segmentation He-lu Huang Zuguo Chen Y. Zou Ming Lu Chaoyang Chen MedIm 35 113 0 08 Jun 2023
CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation Bo Sun Yuqi Yang Le Zhang Ming-Ming Cheng Qibin Hou 114 29 0 07 Jun 2023
Cross-CBAM: A Lightweight network for Scene Segmentation Zheng Zhang Zhenhao Xu Xingsheng Gu Juan Xiong 62 3 0 04 Jun 2023
Are Large Kernels Better Teachers than Transformers for ConvNets? Tianjin Huang Lu Yin Zhenyu Zhang Lijuan Shen Meng Fang Mykola Pechenizkiy Zhangyang Wang Shiwei Liu 90 13 0 30 May 2023
CWD30: A Comprehensive and Holistic Dataset for Crop Weed Recognition in Precision Agriculture Talha Ilyas D. M. S. Arsa Khubaib Ahmad Yongchae Jeong Okjae Won Jong Hoon Lee H. Kim 67 4 0 17 May 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 165 147 0 19 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 36 6 0 12 Apr 2023
InceptionNeXt: When Inception Meets ConvNeXt Weihao Yu Pan Zhou Shuicheng Yan Xinchao Wang 187 139 0 29 Mar 2023
360BEV: Panoramic Semantic Mapping for Indoor Bird's-Eye View Zhifeng Teng Jiaming Zhang Kailun Yang Kunyu Peng Haowen Shi Simon Reiß Ke Cao Rainer Stiefelhagen MDE 78 12 0 21 Mar 2023
Global Knowledge Calibration for Fast Open-Vocabulary Segmentation Kunyang Han Yong-Jin Liu Jun Hao Liew Henghui Ding Yunchao Wei ... Yitong Wang Yansong Tang Yujiu Yang Jiashi Feng Yao-Min Zhao VLM 96 40 0 16 Mar 2023
Large Selective Kernel Network for Remote Sensing Object Detection Yuxuan Li Qibin Hou Zhaohui Zheng Mingmei Cheng Jian Yang Xiang Li ObjD 95 270 0 16 Mar 2023
High-level Feature Guided Decoding for Semantic Segmentation Ye Huang Di Kang Shenghua Gao Wen Li Lixin Duan 121 0 0 15 Mar 2023
Traffic Scene Parsing through the TSP6K Dataset Peng-Tao Jiang Yuqi Yang Yang Cao Qibin Hou Ming-Ming Cheng Chunhua Shen ViT 63 2 0 06 Mar 2023
Delivering Arbitrary-Modal Semantic Segmentation Jiaming Zhang R. Liu Haowen Shi Kailun Yang Simon Reiß Kunyu Peng Haodong Fu Kaiwei Wang Rainer Stiefelhagen VLM 110 100 0 02 Mar 2023
Conflict-Based Cross-View Consistency for Semi-Supervised Semantic Segmentation Zicheng Wang Zhen Zhao Xiaoxia Xing Dong Xu Xiangyu Kong Luping Zhou 95 49 0 02 Mar 2023
SegForestNet: Spatial-Partitioning-Based Aerial Image Segmentation D. Gritzner Jörn Ostermann 54 0 0 03 Feb 2023
Long Range Pooling for 3D Large-Scale Scene Understanding Xiang-Li Li Meng-Hao Guo Tai-Jiang Mu Ralph Robert Martin Shiyong Hu 3DV 3DPC 66 2 0 17 Jan 2023
LENet: Lightweight And Efficient LiDAR Semantic Segmentation Using Multi-Scale Convolution Attention Ben Ding SSeg 3DPC 49 2 0 11 Jan 2023
CARD: Semantic Segmentation with Efficient Class-Aware Regularized Decoder Ye Huang Di Kang Liang Chen W. Jia Xiangjian He Lixin Duan Xuefei Zhe Linchao Bao 102 4 0 11 Jan 2023
Reference Twice: A Simple and Unified Baseline for Few-Shot Instance Segmentation Yue Han Jiangning Zhang Zhucun Xue Chao Xu Xintian Shen Yabiao Wang Chengjie Wang Yong Liu Xiangtai Li 102 17 0 03 Jan 2023
A Class-wise Non-salient Region Generalized Framework for Video Semantic Segmentation Yuhang Zhang Shishun Tian Muxin Liao Zhengyu Zhang Wenbin Zou Chen Xu 99 0 0 29 Dec 2022
IncepFormer: Efficient Inception Transformer with Pyramid Pooling for Semantic Segmentation Lihua Fu Haoyue Tian Xiang Zhai Pan Gao Xiaojiang Peng ViT 51 9 0 06 Dec 2022
Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network Min-seok Seo Do-Yeon Kim Seungheon Shin Eunbin Kim Sewoong Ahn Yeji Choi AI4TS 96 10 0 06 Dec 2022