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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic Segmentation | Siyu Chen, Ting Han, Changshe Zhang | 2025 | arxiv 2504.12753 |
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| Counting of Grapevine Berries in Images via Semantic Segmentation using Convolutional Neural Networks | Laura Zabawa, Anna Kicherer, Lasse Klingbeil | 2020 | arxiv 2004.14010 |
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| Look at the Neighbor: Distortion-aware Unsupervised Domain Adaptation for Panoramic Semantic Segmentation | Xu Zheng, Tianbo Pan, Yunhao Luo | 2023 | arxiv 2308.05493 |
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| TLCFuse: Temporal Multi-Modality Fusion Towards Occlusion-Aware Semantic Segmentation-Aided Motion Planning | Gustavo Salazar-Gomez, Wenqian Liu, Manuel Diaz-Zapata | 2023 | arxiv 2311.05319 |
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| Adaptable Deformable Convolutions for Semantic Segmentation of Fisheye Images in Autonomous Driving Systems | Clément Playout, Ola Ahmad, Freddy Lecue | 2021 | arxiv 2102.10191 |
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| MetaCorrection: Domain-aware Meta Loss Correction for Unsupervised Domain Adaptation in Semantic Segmentation | Xiaoqing Guo, Chen Yang, Baopu Li | 2021 | arxiv 2103.05254 |
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| Estimation of BMI from Facial Images using Semantic Segmentation based Region-Aware Pooling | Nadeem Yousaf, Sarfaraz Hussein, Waqas Sultani | 2021 | arxiv 2104.04733 |
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| Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation | Yuyuan Liu, Choubo Ding, Yu Tian | 2022 | arxiv 2211.14512 |
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| Query-aware Hub Prototype Learning for Few-Shot 3D Point Cloud Semantic Segmentation | YiLin Zhou, Lili Wei, Zheming Xu | 2025 | arxiv 2512.08253 |
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| Lean Learning Beyond Clouds: Efficient Discrepancy-Conditioned Optical-SAR Fusion for Semantic Segmentation | Chenxing Meng, Wuzhou Quan, Yingjie Cai | 2026 | arxiv 2603.20811 |
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| Probabilistic Prototype Calibration of Vision-Language Models for Generalized Few-shot Semantic Segmentation | Jie Liu, Jiayi Shen, Pan Zhou | 2025 | arxiv 2506.22979 |
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