Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Solution for CVPR 2024 UG2+ Challenge Track on All Weather Semantic Segmentation	Jun Yu, Yunxiang Zhang, Fengzhao Sun	2024	arxiv 2406.05837
The Vulnerability of Semantic Segmentation Networks to Adversarial Attacks in Autonomous Driving: Enhancing Extensive Environment Sensing	Andreas Bär, Jonas Löhdefink, Nikhil Kapoor	2021	arxiv 2101.03924
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation	Binhui Xie, Longhui Yuan, Shuang Li	2021	arxiv 2111.12940
Learning to Generate Text-grounded Mask for Open-world Semantic Segmentation from Only Image-Text Pairs	Junbum Cha, Jonghwan Mun, Byungseok Roh	2022	arxiv 2212.00785
Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic Segmentation	Shao-Yuan Lo, Poojan Oza, Sumanth Chennupati	2023	arxiv 2303.14361
Progressive Vision-Language Prompt for Multi-Organ Multi-Class Cell Semantic Segmentation with Single Branch	Qing Zhang, Hang Guo, Siyuan Yang	2024	arxiv 2412.02978
Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation	Jinheng Xie, Jianfeng Xiang, Junliang Chen	2022	arxiv 2203.13505
EPSegFZ: Efficient Point Cloud Semantic Segmentation for Few- and Zero-Shot Scenarios with Language Guidance	Jiahui Wang, Haiyue Zhu, Haoren Guo	2025	arxiv 2511.11700
Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation	Jogendra Nath Kundu, Akshay Kulkarni, Amit Singh	2021	arxiv 2108.11249
Iterative Few-shot Semantic Segmentation from Image Label Text	Haohan Wang, Liang Liu, Wuhao Zhang	2023	arxiv 2303.05646
Real-Time Semantic Segmentation via Multiply Spatial Fusion Network	Haiyang Si, Zhiqiang Zhang, Feifan Lv	2019	arxiv 1911.07217
DeepTemporalSeg: Temporally Consistent Semantic Segmentation of 3D LiDAR Scans	Ayush Dewan, Wolfram Burgard	2019	arxiv 1906.06962
Label-Driven Reconstruction for Domain Adaptation in Semantic Segmentation	Jinyu Yang, Weizhi An, Sheng Wang	2020	arxiv 2003.04614
Global-Local Propagation Network for RGB-D Semantic Segmentation	Sihan Chen, Xinxin Zhu, Wei Liu	2021	arxiv 2101.10801
Learning Fully Dense Neural Networks for Image Semantic Segmentation	Mingmin Zhen, Jinglu Wang, Lei Zhou	2019	arxiv 1905.08929
Feature Pyramid Encoding Network for Real-time Semantic Segmentation	Mengyu Liu, Hujun Yin	2019	arxiv 1909.08599
FGSSNet: Feature-Guided Semantic Segmentation of Real World Floorplans	Hugo Norrby, Gabriel Färm, Kevin Hernandez-Diaz	2025	arxiv 2507.10343
Biologically-inspired Semi-supervised Semantic Segmentation for Biomedical Imaging	Luca Ciampi, Gabriele Lagani, Giuseppe Amato	2024	arxiv 2412.03192
Open-Vocabulary Semantic Segmentation with Decoupled One-Pass Network	Cong Han, Yujie Zhong, Dengjie Li	2023	arxiv 2304.01198
Dual-Augmented Transformer Network for Weakly Supervised Semantic Segmentation	Jingliang Deng, Zonghan Li	2023	arxiv 2310.00307

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