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Papers for “semantic segmentation”

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

Title	Authors	Year	Source
IGME: Efficient Chained Method Ensemble for Transferable Semantic Segmentation Attacks	Mengqi He, Jing Zhang	2026	arxiv 2607.27465
Language-driven Semantic Segmentation	Boyi Li, Kilian Q. Weinberger, Serge Belongie	2022	arxiv 2201.03546
Diagnostics in Semantic Segmentation	Vladimir Nekrasov, Chunhua Shen, Ian Reid	2018	arxiv 1809.10328
Trusting Semantic Segmentation Networks	Samik Some, Vinay P. Namboodiri	2024	arxiv 2406.14201
MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR Images	Lei Ding, Kai Zheng, Dong Lin	2020	arxiv 2011.05088
SceneAdapt: Scene-based domain adaptation for semantic segmentation using adversarial learning	Daniele Di Mauro, Antonino Furnari, Giuseppe Patanè	2020	arxiv 2006.10386
Learning from Scale-Invariant Examples for Domain Adaptation in Semantic Segmentation	M.Naseer Subhani, Mohsen Ali	2020	arxiv 2007.14449
[CLS] Token is All You Need for Zero-Shot Semantic Segmentation	Letian Wu, Wenyao Zhang, Tengping Jiang	2023	arxiv 2304.06212
Self-supervised Learning with Local Contrastive Loss for Detection and Semantic Segmentation	Ashraful Islam, Ben Lundell, Harpreet Sawhney	2022	arxiv 2207.04398
Embodied Active Domain Adaptation for Semantic Segmentation via Informative Path Planning	René Zurbrügg, Hermann Blum, Cesar Cadena	2022	arxiv 2203.00549
CENet: Toward Concise and Efficient LiDAR Semantic Segmentation for Autonomous Driving	Hui-Xian Cheng, Xian-Feng Han, Guo-Qiang Xiao	2022	arxiv 2207.12691
Specialize and Fuse: Pyramidal Output Representation for Semantic Segmentation	Chi-Wei Hsiao, Cheng Sun, Hwann-Tzong Chen	2021	arxiv 2108.01866
Urban Scene Semantic Segmentation with Low-Cost Coarse Annotation	Anurag Das, Yongqin Xian, Yang He	2022	arxiv 2212.07911
Leveraging Road Area Semantic Segmentation with Auxiliary Steering Task	Jyri Maanpää, Iaroslav Melekhov, Josef Taher	2022	arxiv 2212.09438
WEDGE: Web-Image Assisted Domain Generalization for Semantic Segmentation	Namyup Kim, Taeyoung Son, Jaehyun Pahk	2021	arxiv 2109.14196
Discovering Class-Specific Pixels for Weakly-Supervised Semantic Segmentation	Arslan Chaudhry, Puneet K. Dokania, Philip H.S. Torr	2017	arxiv 1707.05821
Modeling the Background for Incremental Learning in Semantic Segmentation	Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò	2020	arxiv 2002.00718
Seeing Behind Things: Extending Semantic Segmentation to Occluded Regions	Pulak Purkait, Christopher Zach, Ian Reid	2019	arxiv 1906.02885
Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation	Jinyu Yang, Chunyuan Li, Weizhi An	2021	arxiv 2105.10843
Hyperspectral Adapter for Semantic Segmentation with Vision Foundation Models	Juana Valeria Hurtado, Rohit Mohan, Abhinav Valada	2025	arxiv 2509.20107

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