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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Mehrdad Noori, David Osowiechi, Gustavo Adolfo Vargas Hakim |
| 2025 |
| arxiv 2505.21844 |
| Triggering Failures: Out-Of-Distribution detection by learning from local adversarial attacks in Semantic Segmentation | Victor Besnier, Andrei Bursuc, David Picard | 2021 | arxiv 2108.01634 |
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| Exploring the Integration of Key-Value Attention Into Pure and Hybrid Transformers for Semantic Segmentation | DeShin Hwa, Tobias Holmes, Klaus Drechsler | 2025 | arxiv 2503.18862 |
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| A Preprocessing and Postprocessing Voxel-based Method for LiDAR Semantic Segmentation Improvement in Long Distance | Andrea Matteazzi, Pascal Colling, Michael Arnold | 2024 | arxiv 2405.10046 |
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| ALGM: Adaptive Local-then-Global Token Merging for Efficient Semantic Segmentation with Plain Vision Transformers | Narges Norouzi, Svetlana Orlova, Daan de Geus | 2024 | arxiv 2406.09936 |
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| Reliable Explainability of Deep Learning Spatial-Spectral Classifiers for Improved Semantic Segmentation in Autonomous Driving | Jon Gutiérrez-Zaballa, Koldo Basterretxea, Javier Echanobe | 2025 | arxiv 2502.14416 |
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| Deeply supervised UNet for semantic segmentation to assist dermatopathological assessment of Basal Cell Carcinoma (BCC) | Jean Le'Clerc Arrastia, Nick Heilenkötter, Daniel Otero Baguer | 2021 | arxiv 2103.03759 |
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| Railroad is not a Train: Saliency as Pseudo-pixel Supervision for Weakly Supervised Semantic Segmentation | Seungho Lee, Minhyun Lee, Jongwuk Lee | 2021 | arxiv 2105.08965 |
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| Combining the Best of Convolutional Layers and Recurrent Layers: A Hybrid Network for Semantic Segmentation | Zhicheng Yan, Hao Zhang, Yangqing Jia | 2016 | arxiv 1603.04871 |
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| A Global-Local Cross-Attention Network for Ultra-high Resolution Remote Sensing Image Semantic Segmentation | Chen Yi, Shan LianLei | 2025 | arxiv 2506.19406 |
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| DDF: A Novel Dual-Domain Image Fusion Strategy for Remote Sensing Image Semantic Segmentation with Unsupervised Domain Adaptation | Lingyan Ran, Lushuang Wang, Tao Zhuo | 2024 | arxiv 2403.02784 |
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