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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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SHARP-Net: A Refined Pyramid Network for Deficiency Segmentation in Culverts and Sewer Pipes Rasha Alshawi Meftahul Ferdaus Md Tamjidul Hoque Kendall N. Niles Ken Pathak Steve Sloan Mahdi Abdelguerfi 36 0 0 02 Aug 2024
Trainable Pointwise Decoder Module for Point Cloud Segmentation Bike Chen Woong Shin Antti Tikänmaki Hao Lu 3DPC 81 3 0 02 Aug 2024
StitchFusion: Weaving Any Visual Modalities to Enhance Multimodal Semantic Segmentation Yue Duan Zhangxuan Gu ZhenZhe Ying Changhua Meng Xuelong Li 88 6 0 02 Aug 2024
WAS: Dataset and Methods for Artistic Text Segmentation Xudong Xie Yuzhe Li Yang Liu Zhifei Zhang Zhaowen Wang Wei Xiong Xiang Bai DiffM 90 2 0 31 Jul 2024
MTA-CLIP: Language-Guided Semantic Segmentation with Mask-Text Alignment Anurag Das Xinting Hu Li Jiang Bernt Schiele VLM 117 4 0 31 Jul 2024
RoadFormer+: Delivering RGB-X Scene Parsing through Scale-Aware Information Decoupling and Advanced Heterogeneous Feature Fusion Jianxin Huang Jiahang Li Ning Jia Yuxiang Sun Chengju Liu Qijun Chen Rui Fan ViT 103 10 0 31 Jul 2024
PEAR: Phrase-Based Hand-Object Interaction Anticipation Zichen Zhang Hongcheng Luo Wei Zhai N. A. Ushakov Yu Kang 99 6 0 31 Jul 2024
Analyzing the impact of semantic LoD3 building models on image-based vehicle localization Christian Soize Olaf Wysocki S. Tuttas Ludwig Hoegner Christoph Holst 26 1 0 31 Jul 2024
Leveraging Adaptive Implicit Representation Mapping for Ultra High-Resolution Image Segmentation Ziyu Zhao Xiaoguang Li Pingping Cai Canyu Zhang Song Wang 79 0 0 31 Jul 2024
Sun Off, Lights On: Photorealistic Monocular Nighttime Simulation for Robust Semantic Perception Konstantinos Tzevelekakis Shutong Zhang Luc Van Gool Daniel Gehrig 3DV 90 0 0 29 Jul 2024
Symmetrical Joint Learning Support-query Prototypes for Few-shot Segmentation Qun Li Baoquan Sun Fu Xiao Yonggang Qi B. Bhanu 91 0 0 27 Jul 2024
Radio Frequency Signal based Human Silhouette Segmentation: A Sequential Diffusion Approach Penghui Wen Kun Hu Dong Yuan Zhiyuan Ning ChangYang Li Zhiyong Wang 74 0 0 27 Jul 2024
Sparse Refinement for Efficient High-Resolution Semantic Segmentation Zhijian Liu Zhuoyang Zhang Samir Khaki Shang Yang Haotian Tang Chenfeng Xu Kurt Keutzer Song Han SSeg 91 1 0 26 Jul 2024
Floating No More: Object-Ground Reconstruction from a Single Image Yunze Man Yichen Sheng Jianming Zhang Liangyan Gui Yu-Xiong Wang 85 2 0 26 Jul 2024
DINOv2 Rocks Geological Image Analysis: Classification, Segmentation, and Interpretability Florent Brondolo Samuel Beaussant AI4CE 88 1 0 25 Jul 2024
Scaling Training Data with Lossy Image Compression Katherine L. Mentzer Andrea Montanari 50 0 0 25 Jul 2024
UMono: Physical Model Informed Hybrid CNN-Transformer Framework for Underwater Monocular Depth Estimation Jian Wang Jing Wang Shenghui Rong Bo He 73 1 0 25 Jul 2024
TiCoSS: Tightening the Coupling between Semantic Segmentation and Stereo Matching within A Joint Learning Framework Guanfeng Tang Zhiyuan Wu Jiahang Li Ping Zhong Xieyuanli Chen Xieyuanli Chen Huiming Lu Rui Fan 100 0 0 25 Jul 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 84 3 0 24 Jul 2024
PiPa++: Towards Unification of Domain Adaptive Semantic Segmentation via Self-supervised Learning Mu Chen Zhedong Zheng Yi Yang 104 0 0 24 Jul 2024
EAFormer: Scene Text Segmentation with Edge-Aware Transformers Haiyang Yu Teng Fu Bin Li Xiangyang Xue 44 3 0 24 Jul 2024
Deformable Convolution Based Road Scene Semantic Segmentation of Fisheye Images in Autonomous Driving Anam Manzoor Aryan Singh Ganesh Sistu Reenu Mohandas E. Grua Anthony G. Scanlan Ciarán Eising 138 2 0 23 Jul 2024
Deep Bayesian segmentation for colon polyps: Well-calibrated predictions in medical imaging Daniela L. Ramos Héctor J. Hortúa UQCV 92 1 0 23 Jul 2024
HSVLT: Hierarchical Scale-Aware Vision-Language Transformer for Multi-Label Image Classification Shuyi Ouyang Hongyi Wang Ziwei Niu Zhenjia Bai Shiao Xie Yingying Xu Ruofeng Tong Yen-Wei Chen Lanfen Lin VLM 73 1 0 23 Jul 2024
Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond Silvio Galesso Philipp Schroppel Hssan Driss Thomas Brox 81 2 0 22 Jul 2024
Open-CD: A Comprehensive Toolbox for Change Detection Kaiyu Li Jiawei Jiang Andrea Codegoni Chengxi Han Yupeng Deng ... Zhenwei Shi Zhi Wang Xiangyong Cao Zhi Wang Xiangyong Cao VLM 133 4 0 22 Jul 2024
Early Preparation Pays Off: New Classifier Pre-tuning for Class Incremental Semantic Segmentation Zhengyuan Xie Haiquan Lu Jia-Wen Xiao Enguang Wang Le Zhang Xialei Liu CLL 87 4 0 19 Jul 2024
Training-Free Model Merging for Multi-target Domain Adaptation Wenyi Li Huan-ang Gao Mingju Gao Beiwen Tian Rong Zhi Hao Zhao MoMe 94 8 0 18 Jul 2024
FADE: A Task-Agnostic Upsampling Operator for Encoder-Decoder Architectures Hao Lu Wenze Liu Hongtao Fu Zhiguo Cao 59 3 0 18 Jul 2024
FREST: Feature RESToration for Semantic Segmentation under Multiple Adverse Conditions Sohyun Lee Nam-Won Kim Sungyeon Kim Suha Kwak 150 2 0 18 Jul 2024
Hybrid Deep Learning-Based for Enhanced Occlusion Segmentation in PICU Patient Monitoring Mario Francisco Munoz Hoang Vu Huy Thanh-Dung Le 73 2 0 18 Jul 2024
Make a Strong Teacher with Label Assistance: A Novel Knowledge Distillation Approach for Semantic Segmentation Shoumeng Qiu Jie Chen Xinrun Li Ru Wan Xiangyang Xue Jian Pu VLM 93 3 0 18 Jul 2024
Tree semantic segmentation from aerial image time series Venkatesh Ramesh Arthur Ouaknine David Rolnick 46 0 0 18 Jul 2024
Progressive Proxy Anchor Propagation for Unsupervised Semantic Segmentation Hyun Seok Seong WonJun Moon Subeen Lee Jae-Pil Heo 90 1 0 17 Jul 2024
AFIDAF: Alternating Fourier and Image Domain Adaptive Filters as an Efficient Alternative to Attention in ViTs Yunling Zheng Zeyi Xu Fanghui Xue Biao Yang Jiancheng Lyu Shuai Zhang Y. Qi Jack Xin 95 0 0 16 Jul 2024
Mitigating Background Shift in Class-Incremental Semantic Segmentation Gilhan Park WonJun Moon Subeen Lee Tae-Young Kim Jae-Pil Heo CLL VLM 97 3 0 16 Jul 2024
OAM-TCD: A globally diverse dataset of high-resolution tree cover maps Josh Veitch-Michaelis Andrew Cottam Daniella Schweizer Eben N. Broadbent David Dao Ce Zhang Angélica María Almeyda Zambrano Simeon Max 104 2 0 16 Jul 2024
Improving Unsupervised Video Object Segmentation via Fake Flow Generation Suhwan Cho Minhyeok Lee Jungho Lee Donghyeong Kim Seunghoon Lee Sungmin Woo Sangyoun Lee VOS 66 0 0 16 Jul 2024
Rate-Distortion-Cognition Controllable Versatile Neural Image Compression Jinming Liu Ruoyu Feng Yunpeng Qi Qiuyu Chen Zhibo Chen Wenjun Zeng Xin Jin 93 2 0 16 Jul 2024
SDPT: Synchronous Dual Prompt Tuning for Fusion-based Visual-Language Pre-trained Models Yang Zhou Yongjian Wu Jiya Saiyin Bingzheng Wei Maode Lai Eric Chang Yan Xu VLM 87 1 0 16 Jul 2024
Learning Modality-agnostic Representation for Semantic Segmentation from Any Modalities Xueye Zheng Yuanhuiyi Lyu Lin Wang VLM 101 19 0 16 Jul 2024
Centering the Value of Every Modality: Towards Efficient and Resilient Modality-agnostic Semantic Segmentation Xueye Zheng Yuanhuiyi Lyu Jiazhou Zhou Lin Wang 109 13 0 16 Jul 2024
TCFormer: Visual Recognition via Token Clustering Transformer Wang Zeng Sheng Jin Lumin Xu Wentao Liu Chao Qian Wanli Ouyang Ping Luo Xiaogang Wang 77 5 0 16 Jul 2024
SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions -- An EndoVis'24 Challenge Hao Ding Tuxun Lu Yuqian Zhang Ruixing Liang Hongchao Shu ... Bo Wang Marcos Fernández-Rodríguez Estevao Lima João L. Vilaça Mathias Unberath 255 4 0 16 Jul 2024
Distributed Semantic Segmentation with Efficient Joint Source and Task Decoding Danish Nazir Timo Bartels Jan Piewek Thorsten Bagdonat Tim Fingscheidt 79 0 0 15 Jul 2024
GRUtopia: Dream General Robots in a City at Scale Hanqing Wang Jiahe Chen Wensi Huang Qingwei Ben Tai Wang ... Ying Zhao Zhongying Tu Yu Qiao Dahua Lin Jiangmiao Pang LM&Ro VGen 122 18 0 15 Jul 2024
Towards Scale-Aware Full Surround Monodepth with Transformers Yuchen Yang Xinyi Wang Dong Li Lu Tian Ashish Sirasao Xun Yang MDE ViT 73 2 0 15 Jul 2024
WPS-SAM: Towards Weakly-Supervised Part Segmentation with Foundation Models Xin-Jian Wu Rui-Song Zhang Jie Qin Shijie Ma Cheng-Lin Liu VLM 93 1 0 14 Jul 2024
Image Compression for Machine and Human Vision with Spatial-Frequency Adaptation Han Li Shaohui Li Shuangrui Ding Wenrui Dai Maida Cao Chenglin Li Junni Zou Hongkai Xiong VLM 106 8 0 13 Jul 2024
Uplifting Range-View-based 3D Semantic Segmentation in Real-Time with Multi-Sensor Fusion Shiqi Tan H. Fazlali Yixuan Xu Y. Ren Bingbing Liu 3DPC 105 3 0 12 Jul 2024