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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| arxiv 2510.03837 |
| Segment Any Crack: Deep Semantic Segmentation Adaptation for Crack Detection | Ghodsiyeh Rostami, Po-Han Chen, Mahdi S. Hosseini | 2025 | arxiv 2504.14138 |
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| Semantic Segmentation Based Quality Control of Histopathology Whole Slide Images | Abhijeet Patil, Garima Jain, Harsh Diwakar | 2024 | arxiv 2410.03289 |
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| RAFT -- A Domain Adaptation Framework for RGB & LiDAR Semantic Segmentation | Edward Humes, Xiaomin Lin, Boxun Hu | 2025 | arxiv 2505.04529 |
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| SegMix: Co-occurrence Driven Mixup for Semantic Segmentation and Adversarial Robustness | Md Amirul Islam, Matthew Kowal, Konstantinos G. Derpanis | 2021 | arxiv 2108.09929 |
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| Active Domain Adaptation with Multi-level Contrastive Units for Semantic Segmentation | Hao Zhang, Ruimao Zhang, Zhanglin Peng | 2022 | arxiv 2205.11192 |
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| Improving Predictive Performance and Calibration by Weight Fusion in Semantic Segmentation | Timo Sämann, Ahmed Mostafa Hammam, Andrei Bursuc | 2022 | arxiv 2207.11211 |
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| Tubular Shape Aware Data Generation for Semantic Segmentation in Medical Imaging | Ilyas Sirazitdinov, Heinrich Schulz, Axel Saalbach | 2020 | arxiv 2010.00907 |
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| Synthesis in Style: Semantic Segmentation of Historical Documents using Synthetic Data | Christian Bartz, Hendrik Raetz, Jona Otholt | 2021 | arxiv 2107.06777 |
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| Incorporating Depth into both CNN and CRF for Indoor Semantic Segmentation | Jindong Jiang, Zhijun Zhang, Yongqian Huang | 2017 | arxiv 1705.07383 |
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| Fast Semantic Segmentation on Video Using Block Motion-Based Feature Interpolation | Samvit Jain, Joseph E. Gonzalez | 2018 | arxiv 1803.07742 |
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