Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Transfer Learning of Semantic Segmentation Methods for Identifying Buried Archaeological Structures on LiDAR Data	Gregory Sech, Paolo Soleni, Wouter B. Verschoof-van der Vaart	2023	arxiv 2307.03512
Deep Learning and Machine Learning -- Object Detection and Semantic Segmentation: From Theory to Applications	Jintao Ren, Ziqian Bi, Qian Niu	2024	arxiv 2410.15584
Region Mutual Information Loss for Semantic Segmentation	Shuai Zhao, Yang Wang, Zheng Yang	2019	arxiv 1910.12037
Background Subtraction with Real-time Semantic Segmentation	Dongdong Zeng, Xiang Chen, Ming Zhu	2018	arxiv 1811.10020
Spatial Layout Consistency for 3D Semantic Segmentation	Maryam Jameela, Gunho Sohn	2023	arxiv 2303.00939
SemChunk-C: Semantic Segmentation for C Code	Boris Nazarov, Darya Frolova, Shaked Leibzirer	2026	arxiv 2606.23697
Improving the Reliability of Semantic Segmentation of Medical Images by Uncertainty Modeling with Bayesian Deep Networks and Curriculum Learning	Sora Iwamoto, Bisser Raytchev, Toru Tamaki	2021	arxiv 2108.11693
Survey on Unsupervised Domain Adaptation for Semantic Segmentation for Visual Perception in Automated Driving	Manuel Schwonberg, Joshua Niemeijer, Jan-Aike Termöhlen	2023	arxiv 2304.11928
Cross Language Image Matching for Weakly Supervised Semantic Segmentation	Jinheng Xie, Xianxu Hou, Kai Ye	2022	arxiv 2203.02668
Weakly Supervised Semantic Segmentation via Alternative Self-Dual Teaching	Dingwen Zhang, Wenyuan Zeng, Guangyu Guo	2021	arxiv 2112.09459
PANet: Few-Shot Image Semantic Segmentation with Prototype Alignment	Kaixin Wang, Jun Hao Liew, Yingtian Zou	2019	arxiv 1908.06391
Self-Supervised Learning of Object Parts for Semantic Segmentation	Adrian Ziegler, Yuki M. Asano	2022	arxiv 2204.13101
Exploring Probabilistic Modeling Beyond Domain Generalization for Semantic Segmentation	I-Hsiang Chen, Hua-En Chang, Wei-Ting Chen	2025	arxiv 2507.21367
Using Unreliable Pseudo-Labels for Label-Efficient Semantic Segmentation	Haochen Wang, Yuchao Wang, Yujun Shen	2023	arxiv 2306.02314
Dual Path Learning for Domain Adaptation of Semantic Segmentation	Yiting Cheng, Fangyun Wei, Jianmin Bao	2021	arxiv 2108.06337
Learning Meta-class Memory for Few-Shot Semantic Segmentation	Zhonghua Wu, Xiangxi Shi, Guosheng lin	2021	arxiv 2108.02958
Dual Prototypical Contrastive Learning for Few-shot Semantic Segmentation	Hyeongjun Kwon, Somi Jeong, Sunok Kim	2021	arxiv 2111.04982
Semi-supervised Semantic Segmentation with Multi-Constraint Consistency Learning	Jianjian Yin, Tao Chen, Gensheng Pei	2025	arxiv 2503.17914
Exploiting Temporal State Space Sharing for Video Semantic Segmentation	Syed Ariff Syed Hesham, Yun Liu, Guolei Sun	2025	arxiv 2503.20824
Exploring CLIP's Dense Knowledge for Weakly Supervised Semantic Segmentation	Zhiwei Yang, Yucong Meng, Kexue Fu	2025	arxiv 2503.20826

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