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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| 2025 |
| arxiv 2505.15592 |
| XMask3D: Cross-modal Mask Reasoning for Open Vocabulary 3D Semantic Segmentation | Ziyi Wang, Yanbo Wang, Xumin Yu | 2024 | arxiv 2411.13243 |
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| OMUDA: Omni-level Masking for Unsupervised Domain Adaptation in Semantic Segmentation | Yang Ou, Xiongwei Zhao, Xinye Yang | 2025 | arxiv 2512.12303 |
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| Enhancing Autonomous Vehicle Perception in Adverse Weather through Image Augmentation during Semantic Segmentation Training | Ethan Kou, Noah Curran | 2024 | arxiv 2408.07239 |
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| 3D Weakly Supervised Semantic Segmentation via Class-Aware and Geometry-Guided Pseudo-Label Refinement | Xiaoxu Xu, Xuexun Liu, Jinlong Li | 2025 | arxiv 2510.17875 |
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| Towards Source-free Domain Adaptive Semantic Segmentation via Importance-aware and Prototype-contrast Learning | Yihong Cao, Hui Zhang, Xiao Lu | 2023 | arxiv 2306.01598 |
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| SILOP: An Automated Framework for Semantic Segmentation Using Image Labels Based on Object Perimeters | Erik Ostrowski, Bharath Srinivas Prabakaran, Muhammad Shafique | 2023 | arxiv 2303.07892 |
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| SegDesicNet: Lightweight Semantic Segmentation in Remote Sensing with Geo-Coordinate Embeddings for Domain Adaptation | Sachin Verma, Frank Lindseth, Gabriel Kiss | 2025 | arxiv 2503.08290 |
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| A Tutorial on ALOS2 SAR Utilization: Dataset Preparation, Self-Supervised Pretraining, and Semantic Segmentation | Nevrez Imamoglu, Ali Caglayan, Toru Kouyama | 2026 | arxiv 2603.15119 |
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| A Two-Stage Adverse Weather Semantic Segmentation Method for WeatherProof Challenge CVPR 2024 Workshop UG2+ | Jianzhao Wang, Yanyan Wei, Dehua Hu | 2024 | arxiv 2406.05513 |
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| HistoSegCap: Capsules for Weakly-Supervised Semantic Segmentation of Histological Tissue Type in Whole Slide Images | Mobina Mansoori, Sajjad Shahabodini, Jamshid Abouei | 2024 | arxiv 2402.10851 |
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