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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| 2021 |
| arxiv 2103.14242 |
| Generative Semantic Segmentation via an Observable Semantic-Image Interface and Hierarchical Generator Evidence Alignment | Weize Cai, Yongqi Dong, Zhida Shao | 2026 | arxiv 2608.11537 |
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| Combining Photogrammetric Computer Vision and Semantic Segmentation for Fine-grained Understanding of Coral Reef Growth under Climate Change | Jiageng Zhong, Ming Li, Hanqi Zhang | 2022 | arxiv 2212.04132 |
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| Leveraging weak complementary labels to improve semantic segmentation of hepatocellular carcinoma and cholangiocarcinoma in H&E-stained slides | Miriam Hägele, Johannes Eschrich, Lukas Ruff | 2023 | arxiv 2302.01813 |
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| CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation | Yuqi Lin, Minghao Chen, Wenxiao Wang | 2022 | arxiv 2212.09506 |
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| RMMSS: Towards Advanced Robust Multi-Modal Semantic Segmentation with Hybrid Prototype Distillation and Feature Selection | Jiaqi Tan, Xu Zheng, Yang Liu | 2025 | arxiv 2505.12861 |
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| Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation | Zhonghao Wang, Mo Yu, Yunchao Wei | 2020 | arxiv 2003.08040 |
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| SiamSeg: Self-Training with Contrastive Learning for Unsupervised Domain Adaptation Semantic Segmentation in Remote Sensing | Bin Wang, Fei Deng, Shuang Wang | 2024 | arxiv 2410.13471 |
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| Comparative Evaluation of 3D and 2D Deep Learning Techniques for Semantic Segmentation in CT Scans | Abhishek Shivdeo, Rohit Lokwani, Viraj Kulkarni | 2021 | arxiv 2101.07612 |
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| Transformer Meets Convolution: A Bilateral Awareness Network for Semantic Segmentation of Very Fine Resolution Urban Scene Images | Libo Wang, Rui Li, Dongzhi Wang | 2021 | arxiv 2106.12413 |
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| ReFit: A Framework for Refinement of Weakly Supervised Semantic Segmentation using Object Border Fitting for Medical Images | Bharath Srinivas Prabakaran, Erik Ostrowski, Muhammad Shafique | 2023 | arxiv 2303.07853 |
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| Mamba as a Bridge: Where Vision Foundation Models Meet Vision Language Models for Domain-Generalized Semantic Segmentation | Xin Zhang, Robby T. Tan | 2025 | arxiv 2504.03193 |
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