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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation |
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| Haoran Wang, Tong Shen, Wei Zhang |
| 2020 |
| arxiv 2007.09222 |
| Towards an Efficient Semantic Segmentation Method of ID Cards for Verification Systems | Rodrigo Lara, Andres Valenzuela, Daniel Schulz | 2021 | arxiv 2111.12764 |
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| Building Lightweight Semantic Segmentation Models for Aerial Images Using Dual Relation Distillation | Minglong Li, Lianlei Shan, Weiqiang Wang | 2025 | arxiv 2506.20688 |
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| Subspace Prototype Guidance for Mitigating Class Imbalance in Point Cloud Semantic Segmentation | Jiawei Han, Kaiqi Liu, Wei Li | 2024 | arxiv 2408.10537 |
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| SSA-Seg: Semantic and Spatial Adaptive Pixel-level Classifier for Semantic Segmentation | Xiaowen Ma, Zhenliang Ni, Xinghao Chen | 2024 | arxiv 2405.06525 |
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| Towards the Uncharted: Density-Descending Feature Perturbation for Semi-supervised Semantic Segmentation | Xiaoyang Wang, Huihui Bai, Limin Yu | 2024 | arxiv 2403.06462 |
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| UniMix: Towards Domain Adaptive and Generalizable LiDAR Semantic Segmentation in Adverse Weather | Haimei Zhao, Jing Zhang, Zhuo Chen | 2024 | arxiv 2404.05145 |
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| Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincar\'e Ball | Simon Weber, Bar\iş Zöngür, Nikita Araslanov | 2024 | arxiv 2404.03778 |
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| Hierarchical Point-based Active Learning for Semi-supervised Point Cloud Semantic Segmentation | Zongyi Xu, Bo Yuan, Shanshan Zhao | 2023 | arxiv 2308.11166 |
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| A hierarchical semantic segmentation framework for computer vision-based bridge damage detection | Jingxiao Liu, Yujie Wei, Bingqing Chen | 2022 | arxiv 2207.08878 |
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| Semantic Segmentation for Sequential Historical Maps by Learning from Only One Map | Yunshuang Yuan, Frank Thiemann, Monika Sester | 2025 | arxiv 2501.01845 |
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