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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| arxiv 2308.01127 |
| Comparison of Semantic Segmentation Approaches for Horizon/Sky Line Detection | Touqeer Ahmad, Pavel Campr, Martin Čadík | 2018 | arxiv 1805.08105 |
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| Weakly-Supervised Semantic Segmentation by Iteratively Mining Common Object Features | Xiang Wang, Shaodi You, Xi Li | 2018 | arxiv 1806.04659 |
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| Few-Shot Meta-Learning on Point Cloud for Semantic Segmentation | Xudong Li, Li Feng, Lei Li | 2021 | arxiv 2104.02979 |
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| Gaussian Radar Transformer for Semantic Segmentation in Noisy Radar Data | Matthias Zeller, Jens Behley, Michael Heidingsfeld | 2022 | arxiv 2212.03690 |
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| RSGPNet: Geometric Prompting for Remote Sensing Open-Vocabulary Semantic Segmentation | Shanwen Wang, Xin Sun, Sirui Wang | 2026 | arxiv 2606.28410 |
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| Data exploitation: multi-task learning of object detection and semantic segmentation on partially annotated data | Hoàng-Ân Lê, Minh-Tan Pham | 2023 | arxiv 2311.04040 |
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| Technical Report for ICRA 2026 GOOSE 2D Fine-Grained Semantic Segmentation Challenge: Exploring Query-Based Segmentation and Increased Spatial Context for Outdoor Scene Understanding | David Pascual-Hernández, Roberto Calvo-Palomino, Inmaculada Mora-Jiménez | 2026 | arxiv 2606.21456 |
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| Prototype as Query for Few Shot Semantic Segmentation | Leilei Cao, Yibo Guo, Ye Yuan | 2022 | arxiv 2211.14764 |
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| AttEntropy: On the Generalization Ability of Supervised Semantic Segmentation Transformers to New Objects in New Domains | Krzysztof Lis, Matthias Rottmann, Annika Mütze | 2022 | arxiv 2212.14397 |
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| Unsupervised Adaptation of Semantic Segmentation Models without Source Data | Sujoy Paul, Ansh Khurana, Gaurav Aggarwal | 2021 | arxiv 2112.02359 |
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