Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Accel: A Corrective Fusion Network for Efficient Semantic Segmentation on Video	Samvit Jain, Xin Wang, Joseph Gonzalez	2018	arxiv 1807.06667
Undoing the Damage of Label Shift for Cross-domain Semantic Segmentation	Yahao Liu, Jinhong Deng, Jiale Tao	2022	arxiv 2204.05546
Learning Yourself: Class-Incremental Semantic Segmentation with Language-Inspired Bootstrapped Disentanglement	Ruitao Wu, Yifan Zhao, Jia Li	2025	arxiv 2509.00527
MAFS: Masked Autoencoder for Infrared-Visible Image Fusion and Semantic Segmentation	Liying Wang, Xiaoli Zhang, Chuanmin Jia	2025	arxiv 2509.11817
Simpler is Better: Few-shot Semantic Segmentation with Classifier Weight Transformer	Zhihe Lu, Sen He, Xiatian Zhu	2021	arxiv 2108.03032
Hidden Path Selection Network for Semantic Segmentation of Remote Sensing Images	Kunping Yang, Xin-Yi Tong, Gui-Song Xia	2021	arxiv 2112.05220
Unsupervised Domain Adaptation for Point Cloud Semantic Segmentation via Graph Matching	Yikai Bian, Le Hui, Jianjun Qian	2022	arxiv 2208.04510
Cylinder3D: An Effective 3D Framework for Driving-scene LiDAR Semantic Segmentation	Hui Zhou, Xinge Zhu, Xiao Song	2020	arxiv 2008.01550
OurDB: Ouroboric Domain Bridging for Multi-Target Domain Adaptive Semantic Segmentation	Seungbeom Woo, Geonwoo Baek, Taehoon Kim	2024	arxiv 2403.11582
MarsSeg: Mars Surface Semantic Segmentation with Multi-level Extractor and Connector	Junbo Li, Keyan Chen, Gengju Tian	2024	arxiv 2404.04155
Improving Semi-Supervised Semantic Segmentation with Dual-Level Siamese Structure Network	Zhibo Tain, Xiaolin Zhang, Peng Zhang	2023	arxiv 2307.13938
Unsupervised Domain Adaptation for Semantic Segmentation with Pseudo Label Self-Refinement	Xingchen Zhao, Niluthpol Chowdhury Mithun, Abhinav Rajvanshi	2023	arxiv 2310.16979
Rewrite Caption Semantics: Bridging Semantic Gaps for Language-Supervised Semantic Segmentation	Yun Xing, Jian Kang, Aoran Xiao	2023	arxiv 2309.13505
Calibrating Undisciplined Over-Smoothing in Transformer for Weakly Supervised Semantic Segmentation	Lechao Cheng, Zerun Liu, Jingxuan He	2023	arxiv 2305.03112
NuGraph2 with Context-Aware Inputs: Physics-Inspired Improvements in Semantic Segmentation	Vitor F. Grizzi, Margaret Voetberg, V Hewes	2025	arxiv 2509.10684
Matching-Based Few-Shot Semantic Segmentation Models Are Interpretable by Design	Pasquale De Marinis, Uzay Kaymak, Rogier Brussee	2025	arxiv 2511.18163
Importance-Aware Semantic Segmentation in Self-Driving with Discrete Wasserstein Training	Xiaofeng Liu, Yuzhuo Han, Song Bai	2020	arxiv 2010.12440
Prompt-Calibrated SAM 3 for Open-Vocabulary Remote Sensing Semantic Segmentation	Yanghui Song, Nanqing Liu, Haonan Yin	2026	arxiv 2606.21863
A Self-Training Framework Based on Multi-Scale Attention Fusion for Weakly Supervised Semantic Segmentation	Guoqing Yang, Chuang Zhu, Yu Zhang	2023	arxiv 2305.05841
The 2nd Solution for LSVOS Challenge RVOS Track: Spatial-temporal Refinement for Consistent Semantic Segmentation	Tuyen Tran	2024	arxiv 2408.12447

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