Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning	Sungmin Cha, Beomyoung Kim, Youngjoon Yoo	2021	arxiv 2106.11562
Surrogate-assisted Multi-objective Neural Architecture Search for Real-time Semantic Segmentation	Zhichao Lu, Ran Cheng, Shihua Huang	2022	arxiv 2208.06820
Deep Multimodal Fusion for Semantic Segmentation of Remote Sensing Earth Observation Data	Ivica Dimitrovski, Vlatko Spasev, Ivan Kitanovski	2024	arxiv 2410.00469
Bridging Classical and Modern Computer Vision: PerceptiveNet for Tree Crown Semantic Segmentation	Georgios Voulgaris	2025	arxiv 2505.23597
JoDiffusion: Jointly Diffusing Image with Pixel-Level Annotations for Semantic Segmentation Promotion	Haoyu Wang, Lei Zhang, Wenrui Liu	2025	arxiv 2512.13014
KPRNet: Improving projection-based LiDAR semantic segmentation	Deyvid Kochanov, Fatemeh Karimi Nejadasl, Olaf Booij	2020	arxiv 2007.12668
Knowledge Consultation for Semi-Supervised Semantic Segmentation	Thuan Than, Nhat-Anh Nguyen-Dang, Dung Nguyen	2025	arxiv 2503.10693
Privacy-Preserving Semantic Segmentation without Key Management	Mare Hirose, Shoko Imaizumi, Hitoshi Kiya	2026	arxiv 2604.16523
Dynamic Divide-and-Conquer Adversarial Training for Robust Semantic Segmentation	Xiaogang Xu, Hengshuang Zhao, Jiaya Jia	2020	arxiv 2003.06555
Investigate Indistinguishable Points in Semantic Segmentation of 3D Point Cloud	Mingye Xu, Zhipeng Zhou, Junhao Zhang	2021	arxiv 2103.10339
Few-shot Semantic Segmentation with Self-supervision from Pseudo-classes	Yiwen Li, Gratianus Wesley Putra Data, Yunguan Fu	2021	arxiv 2110.11742
DABNet: Depth-wise Asymmetric Bottleneck for Real-time Semantic Segmentation	Gen Li, Inyoung Yun, Jonghyun Kim	2019	arxiv 1907.11357
OmniSegmentor: A Flexible Multi-Modal Learning Framework for Semantic Segmentation	Bo-Wen Yin, Jiao-Long Cao, Xuying Zhang	2025	arxiv 2509.15096
Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation	Antoine Saporta, Tuan-Hung Vu, Matthieu Cord	2021	arxiv 2108.06962
Use square root affinity to regress labels in semantic segmentation	Lumeng Cao, Zhouwang Yang	2021	arxiv 2103.04990
OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation	Kwanyoung Kim, Yujin Oh, Jong Chul Ye	2024	arxiv 2403.14183
Missing Modality Robustness in Semi-Supervised Multi-Modal Semantic Segmentation	Harsh Maheshwari, Yen-Cheng Liu, Zsolt Kira	2023	arxiv 2304.10756
SynthSet: Generative Diffusion Model for Semantic Segmentation in Precision Agriculture	Andrew Heschl, Mauricio Murillo, Keyhan Najafian	2024	arxiv 2411.03505
Global Average Feature Augmentation for Robust Semantic Segmentation with Transformers	Alberto Gonzalo Rodriguez Salgado, Maying Shen, Philipp Harzig	2024	arxiv 2412.01941
RTFormer: Efficient Design for Real-Time Semantic Segmentation with Transformer	Jian Wang, Chenhui Gou, Qiman Wu	2022	arxiv 2210.07124

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