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 Pixel-Level Contrastive Learning from a Class-wise Memory Bank	Inigo Alonso, Alberto Sabater, David Ferstl	2021	arxiv 2104.13415
Unsupervised BatchNorm Adaptation (UBNA): A Domain Adaptation Method for Semantic Segmentation Without Using Source Domain Representations	Marvin Klingner, Jan-Aike Termöhlen, Jacob Ritterbach	2020	arxiv 2011.08502
LACV-Net: Semantic Segmentation of Large-Scale Point Cloud Scene via Local Adaptive and Comprehensive VLAD	Ziyin Zeng, Yongyang Xu, Zhong Xie	2022	arxiv 2210.05870
Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks	Alexander Jaus, Constantin Seibold, Simon Rei\ss	2024	arxiv 2410.18684
DooDLeNet: Double DeepLab Enhanced Feature Fusion for Thermal-color Semantic Segmentation	Oriel Frigo, Lucien Martin-Gaffé, Catherine Wacongne	2022	arxiv 2204.10266
Applying Semantic Segmentation to Autonomous Cars in the Snowy Environment	Zhaoyu Pan, Takanori Emaru, Ankit Ravankar	2020	arxiv 2007.12869
Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images	Ali Hatamizadeh, Vishwesh Nath, Yucheng Tang	2022	arxiv 2201.01266
ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data	Foivos I. Diakogiannis, François Waldner, Peter Caccetta	2019	arxiv 1904.00592
GAMUS: A Geometry-aware Multi-modal Semantic Segmentation Benchmark for Remote Sensing Data	Zhitong Xiong, Sining Chen, Yi Wang	2023	arxiv 2305.14914
Self-Training Guided Disentangled Adaptation for Cross-Domain Remote Sensing Image Semantic Segmentation	Qi Zhao, Shuchang Lyu, Binghao Liu	2023	arxiv 2301.05526
Semantic segmentation for building houses from wooden cubes	Ivan Beleacov	2025	arxiv 2503.22125
Privacy-Preserving Synthetic Continual Semantic Segmentation for Robotic Surgery	Mengya Xu, Mobarakol Islam, Long Bai	2024	arxiv 2402.05860
Distribution-Aware Continual Test-Time Adaptation for Semantic Segmentation	Jiayi Ni, Senqiao Yang, Ran Xu	2023	arxiv 2309.13604
L-MAE: Masked Autoencoders are Semantic Segmentation Datasets Augmenter	Jiaru Jia, Mingzhe Liu, Jiake Xie	2022	arxiv 2211.11242
Multi-modal NeRF Self-Supervision for LiDAR Semantic Segmentation	Xavier Timoneda, Markus Herb, Fabian Duerr	2024	arxiv 2411.02969
Open-Vocabulary Semantic Segmentation Network Integrating Object-Level Label and Scene-Level Semantic Features for Multimodal Remote Sensing Images	Jinkun Dai, Yuanxin Ye, Peng Tang	2026	arxiv 2604.24125
AdvSPADE: Realistic Unrestricted Attacks for Semantic Segmentation	Guangyu Shen, Chengzhi Mao, Junfeng Yang	2019	arxiv 1910.02354
Rethinking Saliency-Guided Weakly-Supervised Semantic Segmentation	Beomyoung Kim, Donghyun Kim, Sung Ju Hwang	2024	arxiv 2404.00918
Learning Context-aware Classifier for Semantic Segmentation	Zhuotao Tian, Jiequan Cui, Li Jiang	2023	arxiv 2303.11633
Feature Sharing Cooperative Network for Semantic Segmentation	Ryota Ikedo, Kazuhiro Hotta	2021	arxiv 2101.07905

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