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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| arxiv 2607.06585 |
| VFM-UDA++: Improving Network Architectures and Data Strategies for Unsupervised Domain Adaptive Semantic Segmentation | Brunó B. Englert, Gijs Dubbelman | 2025 | arxiv 2503.10685 |
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| Applying Unsupervised Semantic Segmentation to High-Resolution UAV Imagery for Enhanced Road Scene Parsing | Zihan Ma, Yongshang Li, Ronggui Ma | 2024 | arxiv 2402.02985 |
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| PointMatch: A Consistency Training Framework for Weakly Supervised Semantic Segmentation of 3D Point Clouds | Yushuang Wu, Zizheng Yan, Shengcai Cai | 2022 | arxiv 2202.10705 |
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| IIDM: Inter and Intra-domain Mixing for Semi-supervised Domain Adaptation in Semantic Segmentation | Weifu Fu, Qiang Nie, Jialin Li | 2023 | arxiv 2308.15855 |
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| An Expeditious Spatial Mean Radiant Temperature Mapping Framework using Visual SLAM and Semantic Segmentation | Wei Liang, Yiting Zhang, Ji Zhang | 2024 | arxiv 2410.09443 |
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| A Good Student is Cooperative and Reliable: CNN-Transformer Collaborative Learning for Semantic Segmentation | Jinjing Zhu, Yunhao Luo, Xu Zheng | 2023 | arxiv 2307.12574 |
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| Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation | Jiwoon Ahn, Suha Kwak | 2018 | arxiv 1803.10464 |
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| Reducing Unimodal Bias in Multi-Modal Semantic Segmentation with Multi-Scale Functional Entropy Regularization | Xu Zheng, Yuanhuiyi Lyu, Lutao Jiang | 2025 | arxiv 2505.06635 |
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| SAM-MI: A Mask-Injected Framework for Enhancing Open-Vocabulary Semantic Segmentation with SAM | Lin Chen, Yingjian Zhu, Qi Yang | 2025 | arxiv 2511.20027 |
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| Learning to Sense for Driving: Joint Optics-Sensor-Model Co-Design for Semantic Segmentation | Reeshad Khan, John Gauch | 2025 | arxiv 2512.20815 |
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| In defense of the two-stage framework for open-set domain adaptive semantic segmentation | Wenqi Ren, Weijie Wang, Meng Zheng | 2026 | arxiv 2601.01439 |
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