Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Semi-supervised Semantic Segmentation with Error Localization Network	Donghyeon Kwon, Suha Kwak	2022	arxiv 2204.02078
DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation	Xin Lai, Zhuotao Tian, Xiaogang Xu	2022	arxiv 2207.09988
CNN-based Semantic Segmentation using Level Set Loss	Youngeun Kim, Seunghyeon Kim, Taekyung Kim	2019	arxiv 1910.00950
Prompt Categories Cluster for Weakly Supervised Semantic Segmentation	Wangyu Wu, Xianglin Qiu, Siqi Song	2024	arxiv 2412.13823
DFormerv2: Geometry Self-Attention for RGBD Semantic Segmentation	Bo-Wen Yin, Jiao-Long Cao, Ming-Ming Cheng	2025	arxiv 2504.04701
Convolution-based Probability Gradient Loss for Semantic Segmentation	Guohang Shan, Shuangcheng Jia	2024	arxiv 2404.06704
MMSFormer: Multimodal Transformer for Material and Semantic Segmentation	Md Kaykobad Reza, Ashley Prater-Bennette, M. Salman Asif	2023	arxiv 2309.04001
FLAIR #1: semantic segmentation and domain adaptation dataset	Anatol Garioud, Stéphane Peillet, Eva Bookjans	2022	arxiv 2211.12979
Semi-Supervised Semantic Segmentation with Cross Teacher Training	Hui Xiao, Li Dong, Kangkang Song	2022	arxiv 2209.01327
ASAP: Accurate semantic segmentation for real time performance	Jaehyun Park, Subin Lee, Eon Kim	2022	arxiv 2210.01323
Adaptive Superpixel for Active Learning in Semantic Segmentation	Hoyoung Kim, Minhyeon Oh, Sehyun Hwang	2023	arxiv 2303.16817
Towards Robust Few-shot Point Cloud Semantic Segmentation	Yating Xu, Na Zhao, Gim Hee Lee	2023	arxiv 2309.11228
Actor-Action Semantic Segmentation with Grouping Process Models	Chenliang Xu, Jason J. Corso	2015	arxiv 1512.09041
Vortex Pooling: Improving Context Representation in Semantic Segmentation	Chen-Wei Xie, Hong-Yu Zhou, Jianxin Wu	2018	arxiv 1804.06242
Benchmarking Computational Pathology Foundation Models For Semantic Segmentation	Lavish Ramchandani, Aashay Tinaikar, Dev Kumar Das	2026	arxiv 2602.18747
Collaborative Learning for Semi-Supervised LiDAR Semantic Segmentation	Bin Yang, Alexandru Paul Condurache	2026	arxiv 2605.17135
Fully Convolutional Deep Network Architectures for Automatic Short Glass Fiber Semantic Segmentation from CT scans	Tomasz Konopczyński, Danish Rathore, Jitendra Rathore	2019	arxiv 1901.01211
DGSS : Domain Generalized Semantic Segmentation using Iterative Style Mining and Latent Representation Alignment	Pranjay Shyam, Antyanta Bangunharcana, Kuk-Jin Yoon	2022	arxiv 2202.13144
Incremental Few-Shot Semantic Segmentation via Embedding Adaptive-Update and Hyper-class Representation	Guangchen Shi, Yirui Wu, Jun Liu	2022	arxiv 2207.12964
OpenUrban3D: Annotation-Free Open-Vocabulary Semantic Segmentation of Large-Scale Urban Point Clouds	Chongyu Wang, Kunlei Jing, Jihua Zhu	2025	arxiv 2509.10842

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