Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Gradient-Semantic Compensation for Incremental Semantic Segmentation	Wei Cong, Yang Cong, Jiahua Dong	2023	arxiv 2307.10822
Detecting Anomalies in Semantic Segmentation with Prototypes	Dario Fontanel, Fabio Cermelli, Massimiliano Mancini	2021	arxiv 2106.00472
Towards Single Stage Weakly Supervised Semantic Segmentation	Peri Akiva, Kristin Dana	2021	arxiv 2106.10309
Balanced Learning for Domain Adaptive Semantic Segmentation	Wangkai Li, Rui Sun, Bohao Liao	2025	arxiv 2512.06886
Motion-state Alignment for Video Semantic Segmentation	Jinming Su, Ruihong Yin, Shuaibin Zhang	2023	arxiv 2304.08820
ShareCMP: Polarization-Aware RGB-P Semantic Segmentation	Zhuoyan Liu, Bo Wang, Lizhi Wang	2023	arxiv 2312.03430
Open-World Semantic Segmentation with Sensitivity Modeling	Anastasios Romanos Varvarigos, Nikos Giakoumoglou, Tania Stathaki	2026	arxiv 2608.08308
OrthoSeg: A Deep Multimodal Convolutional Neural Network for Semantic Segmentation of Orthoimagery	Pankaj Bodani, Kumar Shreshtha, Shashikant Sharma	2018	arxiv 1811.07859
Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation	Zhedong Zheng, Yi Yang	2020	arxiv 2003.03773
Self-Correlation and Cross-Correlation Learning for Few-Shot Remote Sensing Image Semantic Segmentation	Linhan Wang, Shuo Lei, Jianfeng He	2023	arxiv 2309.05840
CSC-Unet: A Novel Convolutional Sparse Coding Strategy Based Neural Network for Semantic Segmentation	Haitong Tang, Shuang He, Mengduo Yang	2021	arxiv 2108.00408
A Language-Guided Benchmark for Weakly Supervised Open Vocabulary Semantic Segmentation	Prashant Pandey, Mustafa Chasmai, Monish Natarajan	2023	arxiv 2302.14163
Semantic segmentation of trajectories with agent models	Daisuke Ogawa, Toru Tamaki, Bisser Raytchev	2018	arxiv 1802.09659
Conservative-Progressive Collaborative Learning for Semi-supervised Semantic Segmentation	Siqi Fan, Fenghua Zhu, Zunlei Feng	2022	arxiv 2211.16701
Learning to Adapt Structured Output Space for Semantic Segmentation	Yi-Hsuan Tsai, Wei-Chih Hung, Samuel Schulter	2018	arxiv 1802.10349
Learning to Predict Context-adaptive Convolution for Semantic Segmentation	Jianbo Liu, Junjun He, Jimmy S. Ren	2020	arxiv 2004.08222
Multi-Class Lane Semantic Segmentation using Efficient Convolutional Networks	Shao-Yuan Lo, Hsueh-Ming Hang, Sheng-Wei Chan	2019	arxiv 1907.09438
Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation	Runfa Chen, Yu Rong, Shangmin Guo	2022	arxiv 2203.07988
MTP: Multi-Task Pruning for Efficient Semantic Segmentation Networks	Xinghao Chen, Yiman Zhang, Yunhe Wang	2020	arxiv 2007.08386
HybridTM: Combining Transformer and Mamba for 3D Semantic Segmentation	Xinyu Wang, Jinghua Hou, Zhe Liu	2025	arxiv 2507.18575

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