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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| ScSAM: Debiasing Morphology and Distributional Variability in Subcellular Semantic Segmentation | Bo Fang, Jianan Fan, Dongnan Liu | 2025 | arxiv 2507.17149 |
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| Spectral Prompt Tuning:Unveiling Unseen Classes for Zero-Shot Semantic Segmentation | Wenhao Xu, Rongtao Xu, Changwei Wang | 2023 | arxiv 2312.12754 |
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| Mask-Enhanced Segment Anything Model for Tumor Lesion Semantic Segmentation | Hairong Shi, Songhao Han, Shaofei Huang | 2024 | arxiv 2403.05912 |
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| Lightweight Uncertainty Quantification with Simplex Semantic Segmentation for Terrain Traversability | Judith Dijk, Gertjan Burghouts, Kapil D. Katyal | 2024 | arxiv 2407.13392 |
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| PotholeGuard: A Pothole Detection Approach by Point Cloud Semantic Segmentation | Sahil Nawale, Dhruv Khut, Daksh Dave | 2023 | arxiv 2311.02641 |
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| MaskSplit: Self-supervised Meta-learning for Few-shot Semantic Segmentation | Mustafa Sercan Amac, Ahmet Sencan, Orhun Bugra Baran | 2021 | arxiv 2110.12207 |
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| Redundancy Reduction in Semantic Segmentation of 3D Brain Tumor MRIs | Md Mahfuzur Rahman Siddiquee, Andriy Myronenko | 2021 | arxiv 2111.00742 |
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| Handling new target classes in semantic segmentation with domain adaptation | Maxime Bucher, Tuan-Hung Vu, Matthieu Cord | 2020 | arxiv 2004.01130 |
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| Unsupervised Image Semantic Segmentation through Superpixels and Graph Neural Networks | Moshe Eliasof, Nir Ben Zikri, Eran Treister | 2022 | arxiv 2210.11810 |
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| A Local-Global Approach to Semantic Segmentation in Aerial Images | Alina Elena Marcu | 2016 | arxiv 1607.05620 |
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