Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Discwise Active Learning for LiDAR Semantic Segmentation	Ozan Unal, Dengxin Dai, Ali Tamer Unal	2023	arxiv 2309.13276
Dynamic Token-Pass Transformers for Semantic Segmentation	Yuang Liu, Qiang Zhou, Jing Wang	2023	arxiv 2308.01944
Sensor Adaptation for Improved Semantic Segmentation of Overhead Imagery	Marc Bosch, Gordon A. Christie, Christopher M. Gifford	2018	arxiv 1811.08328
Indirect Local Attacks for Context-aware Semantic Segmentation Networks	Krishna Kanth Nakka, Mathieu Salzmann	2019	arxiv 1911.13038
On the Effect of Image Resolution on Semantic Segmentation	Ritambhara Singh, Abhishek Jain, Pietro Perona	2024	arxiv 2402.05398
Semantic Segmentation of Urban Textured Meshes Through Point Sampling	Grégoire Grzeczkowicz, Bruno Vallet (1) __INSTITUTION_2__ LASTIG, Univ Gustave Eiffel	2023	arxiv 2302.10635
Anomaly-Aware Semantic Segmentation via Style-Aligned OoD Augmentation	Dan Zhang, Kaspar Sakmann, William Beluch	2023	arxiv 2308.09965
Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation	Seunghoon Hong, Hyeonwoo Noh, Bohyung Han	2015	arxiv 1506.04924
Hierarchical Semantic Segmentation using Psychometric Learning	Lu Yin, Vlado Menkovski, Shiwei Liu	2021	arxiv 2107.03212
Knowledge Adaptation for Efficient Semantic Segmentation	Tong He, Chunhua Shen, Zhi Tian	2019	arxiv 1903.04688
Rethinking Semantic Segmentation: A Prototype View	Tianfei Zhou, Wenguan Wang, Ender Konukoglu	2022	arxiv 2203.15102
Multimodal SAM-adapter for Semantic Segmentation	Iacopo Curti, Pierluigi Zama Ramirez, Alioscia Petrelli	2025	arxiv 2509.10408
Novel Class Discovery in Semantic Segmentation	Yuyang Zhao, Zhun Zhong, Nicu Sebe	2021	arxiv 2112.01900
When Semantic Segmentation Meets Frequency Aliasing	Linwei Chen, Lin Gu, Ying Fu	2024	arxiv 2403.09065
Universal Domain Adaptation for Semantic Segmentation	Seun-An Choe, Keon-Hee Park, Jinwoo Choi	2025	arxiv 2505.22458
Vision Transformers: From Semantic Segmentation to Dense Prediction	Li Zhang, Jiachen Lu, Sixiao Zheng	2022	arxiv 2207.09339
Semi-Supervised Semantic Segmentation via Gentle Teaching Assistant	Ying Jin, Jiaqi Wang, Dahua Lin	2023	arxiv 2301.07340
Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation	Guolei Sun, Wenguan Wang, Jifeng Dai	2020	arxiv 2007.01947
RGB-T Semantic Segmentation with Location, Activation, and Sharpening	Gongyang Li, Yike Wang, Zhi Liu	2022	arxiv 2210.14530
Restoration Adaptation for Semantic Segmentation on Low Quality Images	Kai Guan, Rongyuan Wu, Shuai Li	2026	arxiv 2602.14042

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