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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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1st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results Benjamin Kiefer Matej Kristan Janez Pervs Lojze vZust Fabio Poiesi ... Chih-Chung Hsu X. Hou Yu-An Jhang Simon X. Yang Mau-Tsuen Yang 107 23 0 24 Nov 2022
ClimateNeRF: Extreme Weather Synthesis in Neural Radiance Field Yuan Li Zhi-Hao Lin D. Forsyth Jia-Bin Huang Shenlong Wang AI4CE 81 33 0 23 Nov 2022
Breaking Free from Fusion Rule: A Fully Semantic-driven Infrared and Visible Image Fusion Yuhui Wu Zhu Liu Jinyuan Liu Xin-Yue Fan Risheng Liu 73 13 0 22 Nov 2022
Out-of-Candidate Rectification for Weakly Supervised Semantic Segmentation Ze-Long Cheng Pengchong Qiao Kehan Li Siheng Li Pengxu Wei Xiang Ji Li-ming Yuan Chang Liu Jie Chen 72 39 0 22 Nov 2022
VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions Mingjiang Li Binhui Xie Shuang Li Chi Harold Liu Xinjing Cheng 91 14 0 22 Nov 2022
Uncertainty-aware Vision-based Metric Cross-view Geolocalization F. Fervers Sebastian Bullinger C. Bodensteiner Michael Arens Rainer Stiefelhagen 63 41 0 22 Nov 2022
Boundary-aware Camouflaged Object Detection via Deformable Point Sampling Minhyeok Lee Suhwan Cho Chaewon Park Dogyoon Lee Jungho Lee Sangyoun Lee 50 4 0 22 Nov 2022
Conv2Former: A Simple Transformer-Style ConvNet for Visual Recognition Qibin Hou Cheng Lu Mingg-Ming Cheng Jiashi Feng ViT 126 141 0 22 Nov 2022
Shape, Pose, and Appearance from a Single Image via Bootstrapped Radiance Field Inversion Dario Pavllo D. Tan Marie-Julie Rakotosaona F. Tombari 3DH 83 31 0 21 Nov 2022
EHSNet: End-to-End Holistic Learning Network for Large-Size Remote Sensing Image Semantic Segmentation Wei Chen Yansheng Li Bo Dang Yongjun Zhang 87 3 0 21 Nov 2022
Beyond Attentive Tokens: Incorporating Token Importance and Diversity for Efficient Vision Transformers Sifan Long Z. Zhao Jimin Pi Sheng-sheng Wang Jingdong Wang 87 39 0 21 Nov 2022
Beyond the Field-of-View: Enhancing Scene Visibility and Perception with Clip-Recurrent Transformer Haowen Shi Zhijie Xu Kailun Yang Xiaoyue Yin Ze Wang Kaiwei Wang ViT 83 5 0 21 Nov 2022
Computational Imaging for Machine Perception: Transferring Semantic Segmentation beyond Aberrations Zhijie Xu Haowen Shi Shaohua Gao Jiaming Zhang Kailun Yang Lei Sun Huajian Ni Kaiwei Wang 94 5 0 21 Nov 2022
L-MAE: Masked Autoencoders are Semantic Segmentation Datasets Augmenter Jiaru Jia Ming-Yuan Liu Jiake Xie Xin Chen Hong Zhang Xin Jiang Aiqing Yang 67 0 0 21 Nov 2022
CoCoNet: Coupled Contrastive Learning Network with Multi-level Feature Ensemble for Multi-modality Image Fusion Jinyuan Liu Runji Lin Guanyao Wu Risheng Liu Zhongxuan Luo Xin-Yue Fan 139 121 0 20 Nov 2022
Evaluating the Perceived Safety of Urban City via Maximum Entropy Deep Inverse Reinforcement Learning Yaxuan Wang Zhixin Zeng Qijun Zhao 45 0 0 19 Nov 2022
Delving into Transformer for Incremental Semantic Segmentation Zekai Xu Mingying Zhang Jiayue Hou Xing Gong Chuan Wen Chengjie Wang Junge Zhang CLL 64 1 0 18 Nov 2022
TrafficCAM: A Versatile Dataset for Traffic Flow Segmentation Zhongying Deng Yanqi Chen Lihao Liu Shujun Wang Rihuan Ke Carola-Bibiane Schonlieb Angelica I Aviles-Rivero 84 3 0 17 Nov 2022
UniFormerV2: Spatiotemporal Learning by Arming Image ViTs with Video UniFormer Kunchang Li Yali Wang Yinan He Yizhuo Li Yi Wang Limin Wang Yu Qiao ViT 120 113 0 17 Nov 2022
UMFuse: Unified Multi View Fusion for Human Editing applications R. Jain Mayur Hemani Duygu Ceylan Krishna Kumar Singh Jingwan Lu Mausooom Sarkar Balaji Krishnamurthy 61 1 0 17 Nov 2022
PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation Mu Chen Zhedong Zheng Yi Yang Tat-Seng Chua 121 54 0 14 Nov 2022
SCOTCH and SODA: A Transformer Video Shadow Detection Framework Lihao Liu Jean Prost Lei Zhu Nicolas Papadakis Pietro Lio Carola-Bibiane Schönlieb Angelica I Aviles-Rivero 91 23 0 13 Nov 2022
Far Away in the Deep Space: Dense Nearest-Neighbor-Based Out-of-Distribution Detection Silvio Galesso Max Argus Thomas Brox UQCV 96 11 0 12 Nov 2022
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions Wenhai Wang Jifeng Dai Zhe Chen Zhenhang Huang Zhiqi Li ... Tong Lu Lewei Lu Hongsheng Li Xiaogang Wang Yu Qiao VLM 180 698 0 10 Nov 2022
OneFormer: One Transformer to Rule Universal Image Segmentation Jitesh Jain Jiacheng Li M. Chiu Ali Hassani Nikita Orlov Humphrey Shi ViT 78 348 0 10 Nov 2022
DepthFormer: Multimodal Positional Encodings and Cross-Input Attention for Transformer-Based Segmentation Networks F. Barbato Giulia Rizzoli Pietro Zanuttigh MDE ViT 74 4 0 08 Nov 2022
MSMG-Net: Multi-scale Multi-grained Supervised Metworks for Multi-task Image Manipulation Detection and Localization Fengsheng Wang Leyi Wei 54 2 0 06 Nov 2022
Boosting Binary Neural Networks via Dynamic Thresholds Learning Jiehua Zhang Xueyang Zhang Z. Su Zitong Yu Yanghe Feng Xin Lu M. Pietikäinen Li Liu MQ 94 0 0 04 Nov 2022
SSDA-YOLO: Semi-supervised Domain Adaptive YOLO for Cross-Domain Object Detection Huayi Zhou Fei Jiang Hongtao Lu ObjD 101 78 0 04 Nov 2022
tSF: Transformer-based Semantic Filter for Few-Shot Learning Jinxiang Lai Siqian Yang Wenlong Liu Yi Zeng Zhongyi Huang Wenlong Wu Jun Liu Bin-Bin Gao Chengjie Wang VLM 71 19 0 02 Nov 2022
Dataset Distillation via Factorization Songhua Liu Kai Wang Xingyi Yang Jingwen Ye Xinchao Wang DD 217 146 0 30 Oct 2022
Contextual Learning in Fourier Complex Field for VHR Remote Sensing Images Yan Zhang Xiyuan Gao Qingyan Duan Jiaxu Leng Xiao Pu Xinbo Gao ViT 52 1 0 28 Oct 2022
Grafting Vision Transformers Jong Sung Park Kumara Kahatapitiya Donghyun Kim Shivchander Sudalairaj Quanfu Fan Michael S. Ryoo ViT 97 3 0 28 Oct 2022
VLT: Vision-Language Transformer and Query Generation for Referring Segmentation Henghui Ding Chang Liu Suchen Wang Xudong Jiang 138 124 0 28 Oct 2022
M $^3$ ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design Hanxue Liang Zhiwen Fan Rishov Sarkar Ziyu Jiang Tianlong Chen Kai Zou Yu Cheng Cong Hao Zhangyang Wang MoE 73 88 0 26 Oct 2022
SemFormer: Semantic Guided Activation Transformer for Weakly Supervised Semantic Segmentation Junliang Chen Xiaodong Zhao Cheng Luo Linlin Shen ViT 118 3 0 26 Oct 2022
RGB-T Semantic Segmentation with Location, Activation, and Sharpening Gongyang Li Yike Wang Zhi Liu Xinpeng Zhang Dan Zeng 58 104 0 26 Oct 2022
End-to-end Transformer for Compressed Video Quality Enhancement Li Yu Wenshuai Chang Shiyu Wu Moncef Gabbouj ViT 67 9 0 25 Oct 2022
1st Place Solution of The Robust Vision Challenge 2022 Semantic Segmentation Track Junfei Xiao Zhichao Xu Shiyi Lan Zhiding Yu Alan Yuille Anima Anandkumar 81 5 0 23 Oct 2022
DOROTHIE: Spoken Dialogue for Handling Unexpected Situations in Interactive Autonomous Driving Agents Ziqiao Ma B. VanDerPloeg Cristian-Paul Bara Yidong Huang Eui-In Kim Felix Gervits M. Marge J. Chai 150 7 0 22 Oct 2022
Offset-Guided Attention Network for Room-Level Aware Floor Plan Segmentation Zhangyu Wang Ningyuan Sun 43 4 0 22 Oct 2022
SLAMs: Semantic Learning based Activation Map for Weakly Supervised Semantic Segmentation Junliang Chen Xiaodong Zhao Minmin Liu Linlin Shen 39 0 0 22 Oct 2022
S2WAT: Image Style Transfer via Hierarchical Vision Transformer using Strips Window Attention Chi Zhang Lu Zhou Lei Wang Zaiyan Dai Jun Yang ViT 126 27 0 22 Oct 2022
Valuing Vicinity: Memory attention framework for context-based semantic segmentation in histopathology Oliver Ester Fabian Horst C. Seibold J. Keyl Saskia Ting ... P. Ivanyi Viktor Grünwald J. Bräsen Jan Egger Jens Kleesiek 51 9 0 21 Oct 2022
Large-batch Optimization for Dense Visual Predictions Zeyue Xue Jianming Liang Guanglu Song Zhuofan Zong Liang Chen Yu Liu Ping Luo VLM 96 9 0 20 Oct 2022
SimpleClick: Interactive Image Segmentation with Simple Vision Transformers Qin Liu Zhenlin Xu Gedas Bertasius Marc Niethammer 98 117 0 20 Oct 2022
OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping J. Xia Naoto Yokoya B. Adriano Clifford Broni-Bediako VLM 92 73 0 19 Oct 2022
Intra-Source Style Augmentation for Improved Domain Generalization Yumeng Li Dan Zhang Margret Keuper Anna Khoreva 109 33 0 18 Oct 2022
SA-DNet: A on-demand semantic object registration network adapting to non-rigid deformation Housheng Xie Junhui Qiu Yuan Dai Y. Yang Changcheng Xiang Yukuan Zhang 107 1 0 18 Oct 2022
A Novel Membership Inference Attack against Dynamic Neural Networks by Utilizing Policy Networks Information Pan Li Peizhuo Lv Shenchen Zhu Ruigang Liang Kai Chen AAML MU 34 0 0 17 Oct 2022