Research

Papers for “semantic segmentation”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

Title	Authors	Year	Source
Lightweight and Progressively-Scalable Networks for Semantic Segmentation	Yiheng Zhang, Ting Yao, Zhaofan Qiu	2022	arxiv 2207.13600
Delving into Shape-aware Zero-shot Semantic Segmentation	Xinyu Liu, Beiwen Tian, Zhen Wang	2023	arxiv 2304.08491
SCASeg: Strip Cross-Attention for Efficient Semantic Segmentation	Guoan Xu, Jiaming Chen, Wenfeng Huang	2024	arxiv 2411.17061
FSNet: A Failure Detection Framework for Semantic Segmentation	Quazi Marufur Rahman, Niko Sünderhauf, Peter Corke	2021	arxiv 2108.08748
Few-Shot Rotation-Invariant Aerial Image Semantic Segmentation	Qinglong Cao, Yuntian Chen, Chao Ma	2023	arxiv 2306.11734
SegRGB-X: General RGB-X Semantic Segmentation Model	Jiong Liu, Yingjie Xu, Xingcheng Zhou	2026	arxiv 2603.28023
Zero-Shot Pseudo Labels Generation Using SAM and CLIP for Semi-Supervised Semantic Segmentation	Nagito Saito, Shintaro Ito, Koichi Ito	2025	arxiv 2505.19846
Boosting Few-shot Semantic Segmentation with Transformers	Guolei Sun, Yun Liu, Jingyun Liang	2021	arxiv 2108.02266
A Survey on Semi-Supervised Semantic Segmentation	Adrian Peláez-Vegas, Pablo Mesejo, Julián Luengo	2023	arxiv 2302.09899
WebSeg: Learning Semantic Segmentation from Web Searches	Qibin Hou, Ming-Ming Cheng, Jiangjiang Liu	2018	arxiv 1803.09859
Interlaced Sparse Self-Attention for Semantic Segmentation	Lang Huang, Yuhui Yuan, Jianyuan Guo	2019	arxiv 1907.12273
Dynamically pruning segformer for efficient semantic segmentation	Haoli Bai, Hongda Mao, Dinesh Nair	2021	arxiv 2111.09499
Open-World Semantic Segmentation Including Class Similarity	Matteo Sodano, Federico Magistri, Lucas Nunes	2024	arxiv 2403.07532
EvSegSNN: Neuromorphic Semantic Segmentation for Event Data	Dalia Hareb, Jean Martinet	2024	arxiv 2406.14178
SegViT: Semantic Segmentation with Plain Vision Transformers	Bowen Zhang, Zhi Tian, Quan Tang	2022	arxiv 2210.05844
Domain Generalization for Semantic Segmentation: A Survey	Manuel Schwonberg, Hanno Gottschalk	2025	arxiv 2510.03540
LiDARNet: A Boundary-Aware Domain Adaptation Model for Point Cloud Semantic Segmentation	Peng Jiang, Srikanth Saripalli	2020	arxiv 2003.01174
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation	Xinyi Wu, Zhenyao Wu, Hao Guo	2021	arxiv 2104.10834
An easy zero-shot learning combination: Texture Sensitive Semantic Segmentation IceHrNet and Advanced Style Transfer Learning Strategy	Zhiyong Yang, Yuelong Zhu, Xiaoqin Zeng	2023	arxiv 2310.00310
Fully Attentional Network for Semantic Segmentation	Qi Song, Jie Li, Chenghong Li	2021	arxiv 2112.04108

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