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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| A Novel Upsampling and Context Convolution for Image Semantic Segmentation | Khwaja Monib Sediqi, Hyo Jong Lee | 2021 | arxiv 2103.11110 |
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| Importance of Self-Consistency in Active Learning for Semantic Segmentation | S. Alireza Golestaneh, Kris M. Kitani | 2020 | arxiv 2008.01860 |
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| UNIP: Rethinking Pre-trained Attention Patterns for Infrared Semantic Segmentation | Tao Zhang, Jinyong Wen, Zhen Chen | 2025 | arxiv 2502.02257 |
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| Towards Map-Based Validation of Semantic Segmentation Masks | Laura von Rueden, Tim Wirtz, Fabian Hueger | 2020 | arxiv 2011.08008 |
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| End-to-end Trainable Deep Neural Network for Robotic Grasp Detection and Semantic Segmentation from RGB | Stefan Ainetter, Friedrich Fraundorfer | 2021 | arxiv 2107.05287 |
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| SLAMs: Semantic Learning based Activation Map for Weakly Supervised Semantic Segmentation | Junliang Chen, Xiaodong Zhao, Minmin Liu | 2022 | arxiv 2210.12417 |
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| 2020 CATARACTS Semantic Segmentation Challenge | Imanol Luengo, Maria Grammatikopoulou, Rahim Mohammadi | 2021 | arxiv 2110.10965 |
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| FedS2R: One-Shot Federated Domain Generalization for Synthetic-to-Real Semantic Segmentation in Autonomous Driving | Tao Lian, Jose L. Gómez, Antonio M. López | 2025 | arxiv 2507.19881 |
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| LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation | Junjue Wang, Zhuo Zheng, Ailong Ma | 2021 | arxiv 2110.08733 |
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| CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation | Ziyang Gong, Zhixiang Wei, Di Wang | 2024 | arxiv 2410.22629 |
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