v1v2v3 (latest)

SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers

31 May 2021

ArXiv (abs)PDF HTML Github (2905★)

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

50 / 1,889 papers shown

Title
CD-CTFM: A Lightweight CNN-Transformer Network for Remote Sensing Cloud Detection Fusing Multiscale Features Wenhang Ge Xubing Yang Li Zhang 77 12 0 12 Jun 2023
MaskedFusion360: Reconstruct LiDAR Data by Querying Camera Features Royden Wagner Marvin Klemp Carlos Fernandez Lopez 3DPC 90 1 0 12 Jun 2023
Revisiting Token Pruning for Object Detection and Instance Segmentation Yifei Liu Mathias Gehrig Nico Messikommer Marco Cannici Davide Scaramuzza ViT VLM 112 27 0 12 Jun 2023
AerialFormer: Multi-resolution Transformer for Aerial Image Segmentation Kashu Yamazaki Taisei Hanyu Minh-Triet Tran Adrian Garcia Roy McCann Haitao Liao Chase Rainwater Meredith Adkins J. Cothren Ngan Le ViT 79 40 0 12 Jun 2023
VPUFormer: Visual Prompt Unified Transformer for Interactive Image Segmentation Xu Zhang Kailun Yang Jiacheng Lin Jin Yuan Zhiyong Li Shutao Li 51 3 0 11 Jun 2023
Learning Image-Adaptive Codebooks for Class-Agnostic Image Restoration Kechun Liu Yitong Jiang Inchang Choi Liang Feng 76 13 0 10 Jun 2023
SegViTv2: Exploring Efficient and Continual Semantic Segmentation with Plain Vision Transformers Bowen Zhang Liyang Liu Minh Hieu Phan Zhi Tian Chunhua Shen Yifan Liu ViT 112 30 0 09 Jun 2023
FasterViT: Fast Vision Transformers with Hierarchical Attention Ali Hatamizadeh Greg Heinrich Hongxu Yin Andrew Tao J. Álvarez Jan Kautz Pavlo Molchanov ViT 122 72 0 09 Jun 2023
Lightweight Monocular Depth Estimation via Token-Sharing Transformer Dong-Jae Lee Jae Young Lee Hyounguk Shon Eojindl Yi Yeong-Hun Park Sung-Jin Cho Junmo Kim ViT MDE 26 4 0 09 Jun 2023
Efficient Multi-Task Scene Analysis with RGB-D Transformers Söhnke Benedikt Fischedick Daniel Seichter Robin M. Schmidt Leonard Rabes H. Groß 88 10 0 08 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
StreetSurf: Extending Multi-view Implicit Surface Reconstruction to Street Views Jianfei Guo Nianchen Deng Xinyang Li Yeqi Bai Botian Shi Chiyu Wang Chenjing Ding Dongliang Wang Yikang Li 95 90 0 08 Jun 2023
Multi-Scale And Token Mergence: Make Your ViT More Efficient Zhe Bian Zhe Wang Wenqiang Han Kangping Wang 64 7 0 08 Jun 2023
Object Detection with Transformers: A Review Tahira Shehzadi K. Hashmi D. Stricker Muhammad Zeshan Afzal ViT MU 102 29 0 07 Jun 2023
PhenoBench -- A Large Dataset and Benchmarks for Semantic Image Interpretation in the Agricultural Domain J. Weyler Federico Magistri E. Marks Yue Linn Chong Matteo Sodano Gianmarco Roggiolani Nived Chebrolu C. Stachniss Jens Behley 109 33 0 07 Jun 2023
FoSp: Focus and Separation Network for Early Smoke Segmentation Lujian Yao Haitao Zhao Jingchao Peng Zhongze Wang Kaijie Zhao 70 8 0 07 Jun 2023
ViDA: Homeostatic Visual Domain Adapter for Continual Test Time Adaptation Jiaming Liu Senqiao Yang Peidong Jia Renrui Zhang Ming Lu Yandong Guo Wei Xue Shanghang Zhang TTA OOD VLM 103 40 0 07 Jun 2023
DFormer: Diffusion-guided Transformer for Universal Image Segmentation Hefeng Wang Jiale Cao Rao Muhammad Anwer J. Xie Fahad Shahbaz Khan Yanwei Pang DiffM 107 20 0 06 Jun 2023
Using Unreliable Pseudo-Labels for Label-Efficient Semantic Segmentation Haochen Wang Yuchao Wang Yujun Shen Junsong Fan Yuxi Wang Zhaoxiang Zhang UQCV 80 10 0 04 Jun 2023
Cross-CBAM: A Lightweight network for Scene Segmentation Zheng Zhang Zhenhao Xu Xingsheng Gu Juan Xiong 62 3 0 04 Jun 2023
Content-aware Token Sharing for Efficient Semantic Segmentation with Vision Transformers Chenyang Lu Daan de Geus Gijs Dubbelman ViT 132 20 0 03 Jun 2023
Balancing Logit Variation for Long-tailed Semantic Segmentation Yuchao Wang Jingjing Fei Haochen Wang Wei Li Tianpeng Bao Liwei Wu Rui Zhao Yujun Shen 87 26 0 03 Jun 2023
Denoising Diffusion Semantic Segmentation with Mask Prior Modeling Zeqiang Lai Yuchen Duan Jifeng Dai Ziheng Li Ying Fu Hongsheng Li Yu Qiao Wen Wang DiffM 93 20 0 02 Jun 2023
GRES: Generalized Referring Expression Segmentation Chang Liu Henghui Ding Xudong Jiang 127 167 0 01 Jun 2023
Reflection Invariance Learning for Few-shot Semantic Segmentation Qinglong Cao Yuntian Chen Chao Ma Xiaokang Yang 87 0 0 01 Jun 2023
A Universal Latent Fingerprint Enhancer Using Transformers André Brasil Vieira Wyzykowski A.K. Jain 62 4 0 31 May 2023
ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning Xiao Xu Bei Li Chenfei Wu Shao-Yen Tseng Anahita Bhiwandiwalla Shachar Rosenman Vasudev Lal Wanxiang Che Nan Duan AIFin VLM 68 4 0 31 May 2023
RaSP: Relation-aware Semantic Prior for Weakly Supervised Incremental Segmentation Subhankar Roy Riccardo Volpi G. Csurka Diane Larlus CLL 71 5 0 31 May 2023
DeepMerge: Deep-Learning-Based Region-Merging for Image Segmentation Xianwei Lv Claudio Persello Wangbin Li Xiao Huang Dongping Ming Alfred Stein 104 0 0 31 May 2023
Vision Transformers for Mobile Applications: A Short Survey Nahid Alam Steven Kolawole S. Sethi Nishant Bansali Karina Nguyen ViT 67 3 0 30 May 2023
Align, Perturb and Decouple: Toward Better Leverage of Difference Information for RSI Change Detection Supeng Wang Yuxi Li Ming-Kun Xie M. Chi Yabiao Wang Chengjie Wang Wenjie Zhu 71 7 0 30 May 2023
Explicit Visual Prompting for Universal Foreground Segmentations Weihuang Liu Xi Shen Chi-Man Pun Xiaodong Cun VPVLM VLM 75 14 0 29 May 2023
DiffRate : Differentiable Compression Rate for Efficient Vision Transformers Mengzhao Chen Wenqi Shao Peng Xu Mingbao Lin Kaipeng Zhang Chia-Wen Lin Rongrong Ji Yu Qiao Ping Luo ViT 101 46 0 29 May 2023
Attention Mechanisms in Medical Image Segmentation: A Survey Yutong Xie Bing Yang Qi Guan Jianpeng Zhang Qi Wu Yong-quan Xia ViT MedIm 76 19 0 29 May 2023
SimpSON: Simplifying Photo Cleanup with Single-Click Distracting Object Segmentation Network Chuong Huynh Yuqian Zhou Zhe Lin Connelly Barnes Eli Shechtman Sohrab Amirghodsi Abhinav Shrivastava 69 7 0 28 May 2023
Condition-Invariant Semantic Segmentation Daniel Gehrig David Brüggemann Feng Yu Luc Van Gool 220 5 0 27 May 2023
COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models Jinqi Xiao Miao Yin Yu Gong Xiao Zang Jian Ren Bo Yuan VLM ViT 113 9 0 26 May 2023
SSSegmenation: An Open Source Supervised Semantic Segmentation Toolbox Based on PyTorch Zhenchao Jin VLM 80 4 0 26 May 2023
Maskomaly:Zero-Shot Mask Anomaly Segmentation J. Ackermann Daniel Gehrig Feng Yu ISeg 124 25 0 26 May 2023
PlaNeRF: SVD Unsupervised 3D Plane Regularization for NeRF Large-Scale Scene Reconstruction Fusang Wang Arnaud Louys Nathan Piasco Moussâb Bennehar Luis Roldão D. Tsishkou 63 11 0 26 May 2023
Language-Guided 3D Object Detection in Point Cloud for Autonomous Driving Wenhao Cheng Junbo Yin Wei Li Ruigang Yang Jianbing Shen 3DPC 69 15 0 25 May 2023
PEARL: Preprocessing Enhanced Adversarial Robust Learning of Image Deraining for Semantic Segmentation Xianghao Jiao Yao-Tsorng Liu Jiaxin Gao Xinyuan Chu Risheng Liu Xin-Yue Fan VLM 90 6 0 25 May 2023
Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments Thanh-Dat Truong Hoang-Quan Nguyen Bhiksha Raj Khoa Luu CLL 114 14 0 25 May 2023
Unsupervised Semantic Correspondence Using Stable Diffusion Eric Hedlin Gopal Sharma Shweta Mahajan Hossam N. Isack Abhishek Kar Andrea Tagliasacchi K. M. Yi DiffM 106 95 0 24 May 2023
Multi-Modal Mutual Attention and Iterative Interaction for Referring Image Segmentation Chang Liu Henghui Ding Yulun Zhang Xudong Jiang 103 50 0 24 May 2023
ViTMatte: Boosting Image Matting with Pretrained Plain Vision Transformers J. Yao Xinggang Wang Shusheng Yang Baoyuan Wang ViT 108 64 0 24 May 2023
GAMUS: A Geometry-aware Multi-modal Semantic Segmentation Benchmark for Remote Sensing Data Zhitong Xiong Sining Chen Yi Wang Lichao Mou Xiao Xiang Zhu 66 6 0 24 May 2023
Predicting Token Impact Towards Efficient Vision Transformer Hong Wang Su Yang Xiaoke Huang Weishan Zhang 82 0 0 24 May 2023
Source-Free Domain Adaptation for RGB-D Semantic Segmentation with Vision Transformers Giulia Rizzoli Donald Shenaj Pietro Zanuttigh ViT 107 8 0 23 May 2023
EfficientSpeech: An On-Device Text to Speech Model Rowel Atienza 58 4 0 23 May 2023