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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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ALPS: An Auto-Labeling and Pre-training Scheme for Remote Sensing Segmentation With Segment Anything Model Song Zhang Qingzhong Wang Junyi Liu Haoyi Xiong 98 1 0 16 Jun 2024
PyramidMamba: Rethinking Pyramid Feature Fusion with Selective Space State Model for Semantic Segmentation of Remote Sensing Imagery Libo Wang Dongxu Li Sijun Dong Xiaoliang Meng Xiaokang Zhang Danfeng Hong 71 8 0 16 Jun 2024
IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization Xiaochen Ma Xuekang Zhu Lei Su Bo Du Zhuohang Jiang ... Zeyu Lei Xinyu Yang Chi-Man Pun Jiancheng Lv Jizhe Zhou VLM 82 11 0 15 Jun 2024
PIG: Prompt Images Guidance for Night-Time Scene Parsing Zhifeng Xie Rui Qiu Sen Wang Xin Tan Yuan Xie Lizhuang Ma 83 2 0 15 Jun 2024
From Words to Worlds: Transforming One-line Prompt into Immersive Multi-modal Digital Stories with Communicative LLM Agent Samuel S. Sohn Danrui Li Sen Zhang Che-Jui Chang Mubbasir Kapadia LLMAG VGen 89 3 0 15 Jun 2024
Discrete Latent Perspective Learning for Segmentation and Detection Deyi Ji Feng Zhao Lanyun Zhu Wenwei Jin Hongtao Lu Jieping Ye 121 7 0 15 Jun 2024
Task-aligned Part-aware Panoptic Segmentation through Joint Object-Part Representations Daan de Geus Gijs Dubbelman 107 0 0 14 Jun 2024
ALGM: Adaptive Local-then-Global Token Merging for Efficient Semantic Segmentation with Plain Vision Transformers Narges Norouzi Svetlana Orlova Daan de Geus Gijs Dubbelman ViT FedML 71 5 0 14 Jun 2024
Exploring the Benefits of Vision Foundation Models for Unsupervised Domain Adaptation B. B. Englert Fabrizio J. Piva Tommie Kerssies Daan de Geus Gijs Dubbelman 84 11 0 14 Jun 2024
Open-Vocabulary Semantic Segmentation with Image Embedding Balancing Xiangheng Shan Dongyue Wu Guilin Zhu Yuanjie Shao Nong Sang Changxin Gao VLM 80 18 0 14 Jun 2024
Depth Anything V2 Lihe Yang Bingyi Kang Zilong Huang Zhen Zhao Xiaogang Xu Jiashi Feng Hengshuang Zhao DiffM VLM MDE 128 435 0 13 Jun 2024
SimGen: Simulator-conditioned Driving Scene Generation Yunsong Zhou Michael Simon Zhenghao Peng Sicheng Mo Hongzi Zhu Minyi Guo Bolei Zhou VGen 89 17 0 13 Jun 2024
Multiagent Multitraversal Multimodal Self-Driving: Open MARS Dataset Yiming Li Zhiheng Li Nuo Chen Moonjun Gong Zonglin Lyu Zehong Wang Peili Jiang Chen Feng 89 12 0 13 Jun 2024
Optimal Kernel Orchestration for Tensor Programs with Korch Muyan Hu Ashwin Venkatram Shreyashri Biswas Balamurugan Marimuthu Bohan Hou Gabriele Oliaro Haojie Wang Liyan Zheng Xupeng Miao Jidong Zhai 396 6 0 13 Jun 2024
APSeg: Auto-Prompt Network for Cross-Domain Few-Shot Semantic Segmentation Weizhao He Zhiyuan Liu Wei Zhuo Linlin Shen Jiaqi Yang Songhe Deng Liang Sun VLM 91 10 0 12 Jun 2024
DemosaicFormer: Coarse-to-Fine Demosaicing Network for HybridEVS Camera Senyan Xu Zhijing Sun Jiaying Zhu Yurui Zhu Xueyang Fu Zheng-Jun Zha 74 3 0 12 Jun 2024
Minimizing Energy Costs in Deep Learning Model Training: The Gaussian Sampling Approach Challapalli Phanindra Revanth Sumohana S. Channappayya C Krishna Mohan 127 23 0 11 Jun 2024
A Semantic-Aware and Multi-Guided Network for Infrared-Visible Image Fusion Xiaoli Zhang Liying Wang Libo Zhao Xiongfei Li Siwei Ma 134 0 0 11 Jun 2024
Adapters Strike Back Jan-Martin O. Steitz Stefan Roth 78 7 0 10 Jun 2024
Stable Neighbor Denoising for Source-free Domain Adaptive Segmentation Dong Zhao Shuang Wang Qi Zang Licheng Jiao N. Sebe Zhun Zhong 119 2 0 10 Jun 2024
A Survey on 3D Human Avatar Modeling -- From Reconstruction to Generation Ruihe Wang Yukang Cao Kai Han Kwan-Yee K. Wong 116 6 0 06 Jun 2024
Frequency-based Matcher for Long-tailed Semantic Segmentation Shan Li Lu Yang Pu Cao Liulei Li Huadong Ma 92 1 0 06 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 102 12 0 06 Jun 2024
Learning Semantic Traversability with Egocentric Video and Automated Annotation Strategy Yunho Kim Jeong Hyun Lee Choongin Lee Juhyeok Mun D. Youm Jeongsoo Park Jemin Hwangbo 61 2 0 05 Jun 2024
U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation Chenxin Li Xinyu Liu Wenbo Li Cheng Wang Hengyu Liu Yifan Liu Zhen Chen Yixuan Yuan MedIm DiffM SSeg 143 145 0 05 Jun 2024
Window to Wall Ratio Detection using SegFormer Zoe De Simone Sayandeep Biswas Oscar Wu 3DV 60 1 0 04 Jun 2024
FastLGS: Speeding up Language Embedded Gaussians with Feature Grid Mapping Yuzhou Ji He Zhu Junshu Tang Wuyi Liu Zhizhong Zhang Yuan Xie Xin Tan 66 9 0 04 Jun 2024
EAGLE: Efficient Adaptive Geometry-based Learning in Cross-view Understanding Thanh-Dat Truong Utsav Prabhu Dongyi Wang Bhiksha Raj Susan Gauch J. Subbiah Khoa Luu 140 2 0 03 Jun 2024
GeminiFusion: Efficient Pixel-wise Multimodal Fusion for Vision Transformer Ding Jia Jianyuan Guo Kai Han Han Wu Chao Zhang Chang Xu Xinghao Chen ViT 168 23 0 03 Jun 2024
Adaptive Sensitivity Analysis for Robust Augmentation against Natural Corruptions in Image Segmentation L. Zheng Wenjie Wei Tony Wu Jacob Clements Shreelekha Revankar Andre Harrison Yu Shen Ming-Chyuan Lin AAML 85 0 0 03 Jun 2024
Diffusion Features to Bridge Domain Gap for Semantic Segmentation Yuxiang Ji Boyong He Chenyuan Qu Zhuoyue Tan Chuan Qin Liaoni Wu 121 3 0 02 Jun 2024
Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic Segmentation Yunheng Li Zhongyu Li Quansheng Zeng Qibin Hou Ming-Ming Cheng VLM 123 11 0 02 Jun 2024
Revisiting and Maximizing Temporal Knowledge in Semi-supervised Semantic Segmentation Wooseok Shin Hyun Joon Park Jin Sob Kim Sung Won Han VLM 96 8 0 31 May 2024
P-MSDiff: Parallel Multi-Scale Diffusion for Remote Sensing Image Segmentation Qi Zhang Guohua Geng Long-He Yan Pengbo Zhou Zhaodi Li Kang Li Qinglin Liu DiffM 104 1 0 30 May 2024
FMARS: Annotating Remote Sensing Images for Disaster Management using Foundation Models Edoardo Arnaudo Jacopo Lungo Vaschetti Lorenzo Innocenti Luca Barco Davide Lisi V. Fissore Claudio Rossi 61 2 0 30 May 2024
A Point-Neighborhood Learning Framework for Nasal Endoscope Image Segmentation Pengyu Jie Wanquan Liu Chenqiang Gao Yihui Wen Rui He Pengcheng Li Jintao Zhang Deyu Meng 70 0 0 30 May 2024
Utilizing Weak-to-Strong Consistency for Semi-Supervised Glomeruli Segmentation Irina Zhang Jim Denholm A. Hamidinekoo Oskar Ålund Christopher Bagnall ... Arthur Lewis Robert J. Unwin Magnus P Soderberg Nikolay Burlutskiy T. Qaiser 29 1 0 30 May 2024
Open-Set Domain Adaptation for Semantic Segmentation Seun-An Choe Ah-Hyung Shin Keon-Hee Park Jinwoo Choi Gyeong-Moon Park 68 8 0 30 May 2024
Puff-Net: Efficient Style Transfer with Pure Content and Style Feature Fusion Network Sizhe Zheng Pan Gao Peng Zhou Jie Qin 73 4 0 30 May 2024
FocSAM: Delving Deeply into Focused Objects in Segmenting Anything You Huang Zongyu Lan Liujuan Cao Xianming Lin Shengchuan Zhang Guannan Jiang Rongrong Ji VLM 51 2 0 29 May 2024
Aligning in a Compact Space: Contrastive Knowledge Distillation between Heterogeneous Architectures Hongjun Wu Li Xiao Xingkuo Zhang Yining Miao 105 1 0 28 May 2024
ViG: Linear-complexity Visual Sequence Learning with Gated Linear Attention Bencheng Liao Xinggang Wang Lianghui Zhu Qian Zhang Chang Huang 121 4 0 28 May 2024
3D StreetUnveiler with Semantic-aware 2DGS -- a simple baseline Jingwei Xu Yikai Wang Yiqun Zhao Yanwei Fu Shenghua Gao 3DGS 131 2 0 28 May 2024
Human4DiT: Free-view Human Video Generation with 4D Diffusion Transformer Ruizhi Shao Youxin Pang Zerong Zheng Jingxiang Sun Yebin Liu VGen 103 21 0 27 May 2024
Memorize What Matters: Emergent Scene Decomposition from Multitraverse Yiming Li Zehong Wang Yue Wang Zhiding Yu Zan Gojcic Marco Pavone Chen Feng Jose M. Alvarez 3DGS 102 1 0 27 May 2024
Do Vision-Language Transformers Exhibit Visual Commonsense? An Empirical Study of VCR Zhenyang Li Yangyang Guo Ke-Jyun Wang Xiaolin Chen Liqiang Nie Mohan S. Kankanhalli LRM 52 8 0 27 May 2024
FRCNet Frequency and Region Consistency for Semi-supervised Medical Image Segmentation Along He Tao Li Yanlin Wu Ke Zou Huazhu Fu 38 3 0 26 May 2024
Decomposing the Neurons: Activation Sparsity via Mixture of Experts for Continual Test Time Adaptation Rongyu Zhang Aosong Cheng Yulin Luo Gaole Dai Huanrui Yang ... Ran Xu Li Du Yuan Du Yanbing Jiang Shanghang Zhang MoE TTA 95 6 0 26 May 2024
VOODOO XP: Expressive One-Shot Head Reenactment for VR Telepresence Phong Tran Egor Zakharov Long-Nhat Ho Liwen Hu Adilbek Karmanov Aviral Agarwal Mclean Goldwhite Ariana Bermudez Venegas Anh Tran Hao Li 3DH 100 4 0 25 May 2024
PTQ4DiT: Post-training Quantization for Diffusion Transformers Junyi Wu Haoxuan Wang Yuzhang Shang Mubarak Shah Yan Yan MQ 109 24 0 25 May 2024