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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Mingxuan Yan, Yi Wang, Xuedou Xiao |
| 2024 |
| arxiv 2402.14326 |
| Test-time adaptation for geospatial point cloud semantic segmentation with distinct domain shifts | Puzuo Wang, Wei Yao, Jie Shao | 2024 | arxiv 2407.06043 |
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| Adversarial Manhole: Challenging Monocular Depth Estimation and Semantic Segmentation Models with Patch Attack | Naufal Suryanto, Andro Aprila Adiputra, Ahmada Yusril Kadiptya | 2024 | arxiv 2408.14879 |
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| Contrast, Stylize and Adapt: Unsupervised Contrastive Learning Framework for Domain Adaptive Semantic Segmentation | Tianyu Li, Subhankar Roy, Huayi Zhou | 2023 | arxiv 2306.09098 |
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| Towards Adversarial Robustness of Model-Level Mixture-of-Experts Architectures for Semantic Segmentation | Svetlana Pavlitska, Enrico Eisen, J. Marius Zöllner | 2024 | arxiv 2412.11608 |
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| Graph Attention Convolutional U-NET: A Semantic Segmentation Model for Identifying Flooded Areas | Muhammad Umair Danish, Madhushan Buwaneswaran, Tehara Fonseka | 2025 | arxiv 2502.15907 |
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| Road Surface Translation Under Snow-covered and Semantic Segmentation for Snow Hazard Index | Takato Yasuno, Junichiro Fujii, Hiroaki Sugawara | 2021 | arxiv 2101.05616 |
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| Plants Don't Walk on the Street: Common-Sense Reasoning for Reliable Semantic Segmentation | Linara Adilova, Elena Schulz, Maram Akila | 2021 | arxiv 2104.09254 |
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| SemanticBridge - A Dataset for 3D Semantic Segmentation of Bridges and Domain Gap Analysis | Maximilian Kellner, Mariana Ferrandon Cervantes, Yuandong Pan | 2025 | arxiv 2512.15369 |
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| SUNSET - A Sensor-fUsioN based semantic SegmEnTation exemplar for ROS-based self-adaptation | Andreas Wiedholz, Rafael Paintner, Alwin Hoffmann | 2026 | arxiv 2601.13732 |
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| Target Refocusing via Attention Redistribution for Open-Vocabulary Semantic Segmentation: An Explainability Perspective | Jiahao Li, Yang Lu, Yachao Zhang | 2025 | arxiv 2511.16170 |
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