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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Shigemichi Matsuzaki, Jun Miura, Hiroaki Masuzawa |
| 2021 |
| arxiv 2102.06386 |
| Transformer Scale Gate for Semantic Segmentation | Hengcan Shi, Munawar Hayat, Jianfei Cai | 2022 | arxiv 2205.07056 |
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| Benchmarking Semantic Segmentation Models via Appearance and Geometry Attribute Editing | Zijin Yin, Bing Li, Kongming Liang | 2026 | arxiv 2603.01535 |
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| Autofocus Layer for Semantic Segmentation | Yao Qin, Konstantinos Kamnitsas, Siddharth Ancha | 2018 | arxiv 1805.08403 |
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| 3D-MiniNet: Learning a 2D Representation from Point Clouds for Fast and Efficient 3D LIDAR Semantic Segmentation | Iñigo Alonso, Luis Riazuelo, Luis Montesano | 2020 | arxiv 2002.10893 |
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| DensePASS: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation with Attention-Augmented Context Exchange | Chaoxiang Ma, Jiaming Zhang, Kailun Yang | 2021 | arxiv 2108.06383 |
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| A Threefold Review on Deep Semantic Segmentation: Efficiency-oriented, Temporal and Depth-aware design | Felipe Manfio Barbosa, Fernando Santos Osório | 2023 | arxiv 2303.04315 |
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| Transfer beyond the Field of View: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation | Jiaming Zhang, Chaoxiang Ma, Kailun Yang | 2021 | arxiv 2110.11062 |
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| MetaSegNet: Metadata-collaborative Vision-Language Representation Learning for Semantic Segmentation of Remote Sensing Images | Libo Wang, Sijun Dong, Ying Chen | 2023 | arxiv 2312.12735 |
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| BelHouse3D: A Benchmark Dataset for Assessing Occlusion Robustness in 3D Point Cloud Semantic Segmentation | Umamaheswaran Raman Kumar, Abdur Razzaq Fayjie, Jurgen Hannaert | 2024 | arxiv 2411.13251 |
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| SegEarth-OV3: Exploring SAM 3 for Open-Vocabulary Semantic Segmentation in Remote Sensing Images | Kaiyu Li, Shengqi Zhang, Yujie Wang | 2025 | arxiv 2512.08730 |
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