SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers

31 May 2021

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

50 / 1,846 papers shown

Title
Adapting Diffusion Models for Improved Prompt Compliance and Controllable Image Synthesis Deepak Sridhar Abhishek Peri Rohith Rachala Nuno Vasconcelos DiffM 35 0 0 29 Oct 2024
Extrapolating Prospective Glaucoma Fundus Images through Diffusion Model in Irregular Longitudinal Sequences Zhihao Zhao Junjie Yang Shahrooz Faghihroohi Yinzheng Zhao Daniel Zapp Kai-Qi Huang Nassir Navab M. A. Nasseri DiffM MedIm 64 0 0 28 Oct 2024
SCube: Instant Large-Scale Scene Reconstruction using VoxSplats Xuanchi Ren Y. Lu Hanxue Liang Zhangjie Wu Huan Ling Mike Chen Sanja Fidler Francis Williams Jiahui Huang 3DGS 40 8 0 26 Oct 2024
MoGe: Unlocking Accurate Monocular Geometry Estimation for Open-Domain Images with Optimal Training Supervision Ruicheng Wang Sicheng Xu Cassie Dai Jianfeng Xiang Yu Deng Xin Tong Jiaolong Yang TPM 3DH MDE 60 30 0 24 Oct 2024
Surgical Scene Segmentation by Transformer With Asymmetric Feature Enhancement Cheng Yuan Yutong Ban ViT MedIm 11 0 0 23 Oct 2024
PlantCamo: Plant Camouflage Detection Jinyu Yang Qingwei Wang Feng Zheng Peng Chen A. Leonardis Deng-Ping Fan 30 1 0 23 Oct 2024
PtychoFormer: A Transformer-based Model for Ptychographic Phase Retrieval Ryuma Nakahata Shehtab Zaman Mingyuan Zhang Fake Lu Kenneth Chiu 71 1 0 22 Oct 2024
AGSENet: A Robust Road Ponding Detection Method for Proactive Traffic Safety Ronghui Zhang Steve Yang Dakang Lyu Zihan Wang Junzhou Chen Yilong Ren Bolin Gao Zhihan Lv 30 2 0 22 Oct 2024
Towards Real Zero-Shot Camouflaged Object Segmentation without Camouflaged Annotations Cheng Lei Jie Fan Xinran Li Tianzhu Xiang Ao Li Ce Zhu Le Zhang 28 0 0 22 Oct 2024
Frontiers in Intelligent Colonoscopy Ge-Peng Ji Jingyi Liu Peng-Tao Xu Nick Barnes F. Khan Salman Khan Deng-Ping Fan 46 4 0 22 Oct 2024
HyperspectralViTs: General Hyperspectral Models for On-board Remote Sensing Vít Růžička Andrew Markham 18 0 0 22 Oct 2024
Adventures with Grace Hopper AI Super Chip and the National Research Platform J. Alex Hurt Grant J. Scott Derek Weitzel Huijun Zhu 21 0 0 21 Oct 2024
Focus on BEV: Self-calibrated Cycle View Transformation for Monocular Birds-Eye-View Segmentation Jiawei Zhao Qixing Jiang Xuede Li Junfeng Luo 39 0 0 21 Oct 2024
Part-Whole Relational Fusion Towards Multi-Modal Scene Understanding Yi Liu Chengxin Li Shoukun Xu J. Han ViT 42 2 0 19 Oct 2024
Multi-style conversion for semantic segmentation of lesions in fundus images by adversarial attacks Clément Playout Renaud Duval Marie Carole Boucher Farida Cheriet MedIm 41 1 0 17 Oct 2024
SiamSeg: Self-Training with Contrastive Learning for Unsupervised Domain Adaptation Semantic Segmentation in Remote Sensing Bin Wang Fei Deng Shuang Wang Wen Luo Zhixuan Zhang Gulan Zhang Peifan Jiang SSL 23 0 0 17 Oct 2024
Task Consistent Prototype Learning for Incremental Few-shot Semantic Segmentation Wenbo Xu Yanan Wu Haoran Jiang Yang Wang Qiang Wu Jian Zhang CLL VLM 30 0 0 16 Oct 2024
Risk Assessment for Autonomous Landing in Urban Environments using Semantic Segmentation Jesús Alejandro Loera-Ponce Diego A. Mercado-Ravell Israel Becerra-Durán Luis Manuel Valentin-Coronado 29 1 0 16 Oct 2024
Visual-Geometric Collaborative Guidance for Affordance Learning Hongchen Luo Wei-dong Zhai J. Wang Yang Cao Zheng-jun Zha 25 0 0 15 Oct 2024
Browsing without Third-Party Cookies: What Do You See? Maxwell Lin Shihan Lin Helen Wu Karen Wang Xiaowei Yang BDL 56 0 0 14 Oct 2024
SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers Enze Xie Junsong Chen Junyu Chen Han Cai Haotian Tang ... Zhekai Zhang Muyang Li Ligeng Zhu Yaojie Lu Song Han VLM 46 49 0 14 Oct 2024
LKASeg:Remote-Sensing Image Semantic Segmentation with Large Kernel Attention and Full-Scale Skip Connections Xuezhi Xiang Yibo Ning Lei Zhang Denis Ombati Himaloy Himu Xiantong Zhen 34 0 0 14 Oct 2024
Interaction-Guided Two-Branch Image Dehazing Network Huichun Liu Xiaosong Li Tianshu Tan 28 0 0 14 Oct 2024
REHRSeg: Unleashing the Power of Self-Supervised Super-Resolution for Resource-Efficient 3D MRI Segmentation Zhiyun Song Yue Zhao Xiaomin Li Manman Fei Xiangyu Zhao ... Chung-Hsing Yeh Qian Wang Guoyan Zheng Songtao Ai Lichi Zhang 45 1 0 14 Oct 2024
Sitcom-Crafter: A Plot-Driven Human Motion Generation System in 3D Scenes Jianqi Chen Panwen Hu Xiaojun Chang Z. Shi Michael C. Kampffmeyer Xiaodan Liang 48 4 0 14 Oct 2024
Make the Pertinent Salient: Task-Relevant Reconstruction for Visual Control with Distractions Kyungmin Kim JB Lanier Pierre Baldi Charless C. Fowlkes Roy Fox 33 1 0 13 Oct 2024
UnSeg: One Universal Unlearnable Example Generator is Enough against All Image Segmentation Ye Sun Hao Zhang Tiehua Zhang Xingjun Ma Yu-Gang Jiang VLM 37 3 0 13 Oct 2024
Alberta Wells Dataset: Pinpointing Oil and Gas Wells from Satellite Imagery Pratinav Seth Michelle Lin Brefo Dwamena Yaw Jade Boutot Mary Kang David Rolnick 33 0 0 11 Oct 2024
Test-Time Intensity Consistency Adaptation for Shadow Detection Leyi Zhu Weihuang Liu Xinyi Chen Zimeng Li Xuhang Chen Zhen Wang Chi-Man Pun TTA 39 6 0 10 Oct 2024
Fine-detailed Neural Indoor Scene Reconstruction using multi-level importance sampling and multi-view consistency Xinghui Li Yuchen Ji Xiansong Lai Wanting Zhang 3DV 34 1 0 10 Oct 2024
Learning to Generate Diverse Pedestrian Movements from Web Videos with Noisy Labels Zhizheng Liu Joe Lin Wayne Wu Bolei Zhou VGen 140 0 0 10 Oct 2024
Exploring the design space of deep-learning-based weather forecasting systems Shoaib Ahmed Siddiqui Jean Kossaifi Boris Bonev Christopher Choy Jan Kautz David M. Krueger Kamyar Azizzadenesheli AI4CE OOD 20 3 0 09 Oct 2024
Aligning Motion-Blurred Images Using Contrastive Learning on Overcomplete Pixels Leonid Pogorelyuk Stefan T. Radev 43 0 0 09 Oct 2024
Bridge the Points: Graph-based Few-shot Segment Anything Semantically Anqi Zhang Guangyu Gao Jianbo Jiao C. Liu Yunchao Wei VLM 31 3 0 09 Oct 2024
Iterative Optimization Annotation Pipeline and ALSS-YOLO-Seg for Efficient Banana Plantation Segmentation in UAV Imagery Ang He Ximei Wu Xing Xu Jing Chen Xiaobin Guo Sheng Xu 26 0 0 09 Oct 2024
Rethinking the Evaluation of Visible and Infrared Image Fusion Dayan Guan Yixuan Wu Tianzhu Liu Alex C. Kot Yanfeng Gu 36 0 0 09 Oct 2024
QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space Model Fei Xie Weijia Zhang Zhongdao Wang Chao Ma Mamba 29 3 0 09 Oct 2024
MimicTalk: Mimicking a personalized and expressive 3D talking face in minutes Zhenhui Ye Tianyun Zhong Yi Ren Ziyue Jiang Jiawei Huang ... Chen Zhang Zehan Wang Xize Chen Xiang Yin Zhou Zhao VGen 39 3 0 09 Oct 2024
Prompting DirectSAM for Semantic Contour Extraction in Remote Sensing Images Shiyu Miao Delong Chen Fan Liu Chuanyi Zhang Yanhui Gu Shengjie Guo Jun Zhou 31 1 0 08 Oct 2024
Advancements in Road Lane Mapping: Comparative Fine-Tuning Analysis of Deep Learning-based Semantic Segmentation Methods Using Aerial Imagery Willow Liu Shuxin Qiao K. Gao Hongjie He M. Chapman Linlin Xu Jonathan Li 27 0 0 08 Oct 2024
A Deep Learning-Based Approach for Mangrove Monitoring Lucas José Velôso de Souza Ingrid Valverde Reis Zreik Adrien Salem-Sermanet Nacéra Seghouani Lionel Pourchier 23 0 0 07 Oct 2024
RoWeeder: Unsupervised Weed Mapping through Crop-Row Detection Pasquale De Marinis Gennaro Vessio Giovanna Castellano 25 0 0 07 Oct 2024
Improving Image Clustering with Artifacts Attenuation via Inference-Time Attention Engineering Kazumoto Nakamura Yuji Nozawa Yu-Chieh Lin K. Nakata Youyang Ng ViT 35 1 0 07 Oct 2024
Analysis of Hybrid Compositions in Animation Film with Weakly Supervised Learning Mónica Apellaniz Portos Roberto Labadie-Tamayo Claudius Stemmler Erwin Feyersinger Andreas Babic Franziska Bruckner Vrääth Öhner Matthias Zeppelzauer 24 0 0 07 Oct 2024
Gödel Agent: A Self-Referential Agent Framework for Recursive Self-Improvement Xunjian Yin Xinyi Wang Liangming Pan Xiaojun Wan William Yang Wang LM&Ro AIFin AI4CE LLMAG 24 5 0 06 Oct 2024
ForgeryTTT: Zero-Shot Image Manipulation Localization with Test-Time Training Weihuang Liu Xi Shen Chi-Man Pun Xiaodong Cun ViT 26 2 0 05 Oct 2024
SpecSAR-Former: A Lightweight Transformer-based Network for Global LULC Mapping Using Integrated Sentinel-1 and Sentinel-2 Hao Yu Gen Li Haoyu Liu Songyan Zhu Wenquan Dong Changjian Li 27 0 0 04 Oct 2024
MMP: Towards Robust Multi-Modal Learning with Masked Modality Projection Niki Nezakati Md Kaykobad Reza Ameya Patil Mashhour Solh M. Salman Asif 29 1 0 03 Oct 2024
HiFiSeg: High-Frequency Information Enhanced Polyp Segmentation with Global-Local Vision Transformer Jingjing Ren Xiaoyong Zhang Lina Zhang 23 0 0 03 Oct 2024
Adapting Segment Anything Model to Melanoma Segmentation in Microscopy Slide Images Qingyuan Liu Avideh Zakhor VLM 29 0 0 03 Oct 2024