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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Linwei Chen, Ying Fu, Lin Gu |
| 2025 |
| arxiv 2507.11893 |
| Few-Shot Semantic Segmentation Meets SAM3 | Yi-Jen Tsai, Yen-Yu Lin, Chien-Yao Wang | 2026 | arxiv 2604.05433 |
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| Bonnet: An Open-Source Training and Deployment Framework for Semantic Segmentation in Robotics using CNNs | Andres Milioto, Cyrill Stachniss | 2018 | arxiv 1802.08960 |
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| Distribution-aware Margin Calibration for Semantic Segmentation in Images | Litao Yu, Zhibin Li, Min Xu | 2021 | arxiv 2112.11554 |
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| An Empirical Study on Multi-Domain Robust Semantic Segmentation | Yajie Liu, Pu Ge, Qingjie Liu | 2022 | arxiv 2212.04221 |
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| A Miniaturized Semantic Segmentation Method for Remote Sensing Image | Shou-Yu Chen, Guang-Sheng Chen, Wei-Peng Jing | 2018 | arxiv 1810.11603 |
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| Efficacy of Pixel-Level OOD Detection for Semantic Segmentation | Matt Angus, Krzysztof Czarnecki, Rick Salay | 2019 | arxiv 1911.02897 |
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| A Cross-Season Correspondence Dataset for Robust Semantic Segmentation | M\aans Larsson, Erik Stenborg, Lars Hammarstrand | 2019 | arxiv 1903.06916 |
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| Technical Report of 2023 ABO Fine-grained Semantic Segmentation Competition | Zeyu Dong | 2023 | arxiv 2310.00427 |
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| Domain Adaptation for Semantic Segmentation via Patch-Wise Contrastive Learning | Weizhe Liu, David Ferstl, Samuel Schulter | 2021 | arxiv 2104.11056 |
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| A new weakly supervised approach for ALS point cloud semantic segmentation | Puzuo Wang, Wei Yao | 2021 | arxiv 2110.01462 |
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