Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Improving Fully Convolution Network for Semantic Segmentation	Bing Shuai, Ting Liu, Gang Wang	2016	arxiv 1611.08986
ExFuse: Enhancing Feature Fusion for Semantic Segmentation	Zhenli Zhang, Xiangyu Zhang, Chao Peng	2018	arxiv 1804.03821
Lightweight Real-time Semantic Segmentation Network with Efficient Transformer and CNN	Guoan Xu, Juncheng Li, Guangwei Gao	2023	arxiv 2302.10484
Conditional Generative Refinement Adversarial Networks for Unbalanced Medical Image Semantic Segmentation	Mina Rezaei, Haojin Yang, Christoph Meinel	2018	arxiv 1810.03871
Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation	Bohan Zhuang, Chunhua Shen, Mingkui Tan	2018	arxiv 1811.10413
Label Anything: Multi-Class Few-Shot Semantic Segmentation with Visual Prompts	Pasquale De Marinis, Nicola Fanelli, Raffaele Scaringi	2024	arxiv 2407.02075
Finding Meaning in Points: Weakly Supervised Semantic Segmentation for Event Cameras	Hoonhee Cho, Sung-Hoon Yoon, Hyeokjun Kweon	2024	arxiv 2407.11216
Exploiting Inter-pixel Correlations in Unsupervised Domain Adaptation for Semantic Segmentation	Inseop Chung, Jayeon Yoo, Nojun Kwak	2021	arxiv 2110.10916
Cardiac MRI Semantic Segmentation for Ventricles and Myocardium using Deep Learning	Racheal Mukisa, Arvind K. Bansal	2025	arxiv 2504.13391
VP Lab: a PEFT-Enabled Visual Prompting Laboratory for Semantic Segmentation	Niccolo Avogaro, Thomas Frick, Yagmur G. Cinar	2025	arxiv 2505.15592
XMask3D: Cross-modal Mask Reasoning for Open Vocabulary 3D Semantic Segmentation	Ziyi Wang, Yanbo Wang, Xumin Yu	2024	arxiv 2411.13243
OMUDA: Omni-level Masking for Unsupervised Domain Adaptation in Semantic Segmentation	Yang Ou, Xiongwei Zhao, Xinye Yang	2025	arxiv 2512.12303
Enhancing Autonomous Vehicle Perception in Adverse Weather through Image Augmentation during Semantic Segmentation Training	Ethan Kou, Noah Curran	2024	arxiv 2408.07239
3D Weakly Supervised Semantic Segmentation via Class-Aware and Geometry-Guided Pseudo-Label Refinement	Xiaoxu Xu, Xuexun Liu, Jinlong Li	2025	arxiv 2510.17875
Towards Source-free Domain Adaptive Semantic Segmentation via Importance-aware and Prototype-contrast Learning	Yihong Cao, Hui Zhang, Xiao Lu	2023	arxiv 2306.01598
SILOP: An Automated Framework for Semantic Segmentation Using Image Labels Based on Object Perimeters	Erik Ostrowski, Bharath Srinivas Prabakaran, Muhammad Shafique	2023	arxiv 2303.07892
SegDesicNet: Lightweight Semantic Segmentation in Remote Sensing with Geo-Coordinate Embeddings for Domain Adaptation	Sachin Verma, Frank Lindseth, Gabriel Kiss	2025	arxiv 2503.08290
A Tutorial on ALOS2 SAR Utilization: Dataset Preparation, Self-Supervised Pretraining, and Semantic Segmentation	Nevrez Imamoglu, Ali Caglayan, Toru Kouyama	2026	arxiv 2603.15119
A Two-Stage Adverse Weather Semantic Segmentation Method for WeatherProof Challenge CVPR 2024 Workshop UG2+	Jianzhao Wang, Yanyan Wei, Dehua Hu	2024	arxiv 2406.05513
HistoSegCap: Capsules for Weakly-Supervised Semantic Segmentation of Histological Tissue Type in Whole Slide Images	Mobina Mansoori, Sajjad Shahabodini, Jamshid Abouei	2024	arxiv 2402.10851

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