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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Semantic Segmentation of Fruits on Multi-sensor Fused Data in Natural Orchards |
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| Hanwen Kang, Xing Wang |
| 2022 |
| arxiv 2208.02483 |
| Anti-Adversarially Manipulated Attributions for Weakly Supervised Semantic Segmentation and Object Localization | Jungbeom Lee, Eunji Kim, Jisoo Mok | 2022 | arxiv 2204.04890 |
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| Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flexible Feature Aggregation | Zhi Tian, Tong He, Chunhua Shen | 2019 | arxiv 1903.02120 |
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| ResiDualGAN: Resize-Residual DualGAN for Cross-Domain Remote Sensing Images Semantic Segmentation | Yang Zhao, Peng Guo, Zihao Sun | 2022 | arxiv 2201.11523 |
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| CPCM: Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic Segmentation | Lizhao Liu, Zhuangwei Zhuang, Shangxin Huang | 2023 | arxiv 2307.10316 |
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| U-MixFormer: UNet-like Transformer with Mix-Attention for Efficient Semantic Segmentation | Seul-Ki Yeom, Julian von Klitzing | 2023 | arxiv 2312.06272 |
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| Parameter-efficient Fine-tuning in Hyperspherical Space for Open-vocabulary Semantic Segmentation | Zelin Peng, Zhengqin Xu, Zhilin Zeng | 2024 | arxiv 2405.18840 |
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| RSGMamba: Reliability-Aware Self-Gated State Space Model for Multimodal Semantic Segmentation | Guoan Xu, Yang Xiao, Guangwei Gao | 2026 | arxiv 2604.12319 |
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| UniD-Shift: Towards Unified Semantic Segmentation via Interpretable Share-Private Multimodal Decomposition | Shuai Zhang, Zhecheng Shi, Zhuxiao Li | 2026 | arxiv 2605.07356 |
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| HAVANA: Hard negAtiVe sAmples aware self-supervised coNtrastive leArning for Airborne laser scanning point clouds semantic segmentation | Yunsheng Zhang, Jianguo Yao, Ruixiang Zhang | 2022 | arxiv 2210.10626 |
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| Scoring Root Necrosis in Cassava Using Semantic Segmentation | Jeremy Francis Tusubira, Benjamin Akera, Solomon Nsumba | 2020 | arxiv 2005.03367 |
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