Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Real time backbone for semantic segmentation	Zhengeng Yang, Hongshan Yu, Qiang Fu	2019	arxiv 1903.06922
Transferability Estimation for Semantic Segmentation Task	Yang Tan, Yang Li, Shao-Lun Huang	2021	arxiv 2109.15242
ContextFormer: Redefining Efficiency in Semantic Segmentation	Mian Muhammad Naeem Abid, Nancy Mehta, Zongwei Wu	2025	arxiv 2501.19255
A Novel Decomposed Feature-Oriented Framework for Open-Set Semantic Segmentation on LiDAR Data	Wenbang Deng, Xieyuanli Chen, Qinghua Yu	2025	arxiv 2503.11097
Reimagine BiSeNet for Real-Time Domain Adaptation in Semantic Segmentation	Antonio Tavera, Carlo Masone, Barbara Caputo	2021	arxiv 2110.11662
Semi-supervised Semantic Segmentation via Boosting Uncertainty on Unlabeled Data	Daoan Zhang, Yunhao Luo, Jianguo Zhang	2023	arxiv 2311.18758
SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow	Chaoyang Wang, Xiangtai Li, Lu Qi	2024	arxiv 2405.20282
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation	Sachin Mehta, Mohammad Rastegari, Anat Caspi	2018	arxiv 1803.06815
Improving Multimodal Distillation for 3D Semantic Segmentation under Domain Shift	Björn Michele, Alexandre Boulch, Gilles Puy	2025	arxiv 2511.17455
Semantic Segmentation with Labeling Uncertainty and Class Imbalance	Patrik Olã Bressan, José Marcato Junior, José Augusto Correa Martins	2021	arxiv 2102.04566
Enhanced Semantic Segmentation Pipeline for WeatherProof Dataset Challenge	Nan Zhang, Xidan Zhang, Jianing Wei	2024	arxiv 2406.03799
A Unified Efficient Pyramid Transformer for Semantic Segmentation	Fangrui Zhu, Yi Zhu, Li Zhang	2021	arxiv 2107.14209
Rethinking Alignment and Uniformity in Unsupervised Semantic Segmentation	Daoan Zhang, Chenming Li, Haoquan Li	2022	arxiv 2211.14513
JSENet: Joint Semantic Segmentation and Edge Detection Network for 3D Point Clouds	Zeyu Hu, Mingmin Zhen, Xuyang Bai	2020	arxiv 2007.06888
FDA: Fourier Domain Adaptation for Semantic Segmentation	Yanchao Yang, Stefano Soatto	2020	arxiv 2004.05498
Exploring Semantic Segmentation on the DCT Representation	Shao-Yuan Lo, Hsueh-Ming Hang	2019	arxiv 1907.10015
Multi-domain semantic segmentation with pyramidal fusion	Petra Bevandić, Marin Oršić, Ivan Grubišić	2020	arxiv 2009.01636
Adversarial Learning for Semi-Supervised Semantic Segmentation	Wei-Chih Hung, Yi-Hsuan Tsai, Yan-Ting Liou	2018	arxiv 1802.07934
3D Semantic Segmentation for Post-Disaster Assessment	Nhut Le, Maryam Rahnemoonfar	2025	arxiv 2512.24593
FusionLane: Multi-Sensor Fusion for Lane Marking Semantic Segmentation Using Deep Neural Networks	Ruochen Yin, Biao Yu, Huapeng Wu	2020	arxiv 2003.04404

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