Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
STC: A Simple to Complex Framework for Weakly-supervised Semantic Segmentation	Yunchao Wei, Xiaodan Liang, Yunpeng Chen	2015	arxiv 1509.03150
A Curriculum-style Self-training Approach for Source-Free Semantic Segmentation	Yuxi Wang, Jian Liang, Zhaoxiang Zhang	2021	arxiv 2106.11653
BaSAL: Size-Balanced Warm Start Active Learning for LiDAR Semantic Segmentation	Jiarong Wei, Yancong Lin, Holger Caesar	2023	arxiv 2310.08035
Background Activation Suppression for Weakly Supervised Object Localization and Semantic Segmentation	Wei Zhai, Pingyu Wu, Kai Zhu	2023	arxiv 2309.12943
A De-raining semantic segmentation network for real-time foreground segmentation	Fanyi Wang, Yihui Zhang	2021	arxiv 2104.07877
Distribution Regularized Self-Supervised Learning for Domain Adaptation of Semantic Segmentation	Javed Iqbal, Hamza Rawal, Rehan Hafiz	2022	arxiv 2206.09683
Learning from Future: A Novel Self-Training Framework for Semantic Segmentation	Ye Du, Yujun Shen, Haochen Wang	2022	arxiv 2209.06993
SupLID: Geometrical Guidance for Out-of-Distribution Detection in Semantic Segmentation	Nimeshika Udayangani, Sarah Erfani, Christopher Leckie	2025	arxiv 2511.18816
Exploring Semantic Consistency and Style Diversity for Domain Generalized Semantic Segmentation	Hongwei Niu, Linhuang Xie, Jianghang Lin	2024	arxiv 2412.12050
SAM-guided Pseudo Label Enhancement for Multi-modal 3D Semantic Segmentation	Mingyu Yang, Jitong Lu, Hun-Seok Kim	2025	arxiv 2502.00960
HRHD-HK: A benchmark dataset of high-rise and high-density urban scenes for 3D semantic segmentation of photogrammetric point clouds	Maosu Li, Yijie Wu, Anthony G.O. Yeh	2023	arxiv 2307.07976
S$^2$-FPN: Scale-ware Strip Attention Guided Feature Pyramid Network for Real-time Semantic Segmentation	Mohammed A. M. Elhassan, Chenhui Yang, Chenxi Huang	2022	arxiv 2206.07298
Generating Data Augmentation samples for Semantic Segmentation of Salt Bodies in a Synthetic Seismic Image Dataset	Luis Felipe Henriques, Sérgio Colcher, Ruy Luiz Milidiú	2021	arxiv 2106.08269
False: False Negative Samples Aware Contrastive Learning for Semantic Segmentation of High-Resolution Remote Sensing Image	Zhaoyang Zhang, Xuying Wang, Xiaoming Mei	2022	arxiv 2211.07928
FIDNet: LiDAR Point Cloud Semantic Segmentation with Fully Interpolation Decoding	Yiming Zhao, Lin Bai, Xinming Huang	2021	arxiv 2109.03787
Clothes Grasping and Unfolding Based on RGB-D Semantic Segmentation	Xingyu Zhu, Xin Wang, Jonathan Freer	2023	arxiv 2305.03259
Can Ground Truth Label Propagation from Video help Semantic Segmentation?	Siva Karthik Mustikovela, Michael Ying Yang, Carsten Rother	2016	arxiv 1610.00731
Fuzzy Positive Learning for Semi-supervised Semantic Segmentation	Pengchong Qiao, Zhidan Wei, Yu Wang	2022	arxiv 2210.08519
Tree-structured Kronecker Convolutional Network for Semantic Segmentation	Tianyi Wu, Sheng Tang, Rui Zhang	2018	arxiv 1812.04945
ACFNet: Attentional Class Feature Network for Semantic Segmentation	Fan Zhang, Yanqin Chen, Zhihang Li	2019	arxiv 1909.09408

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