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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Efficient textual explanations for complex road and traffic scenarios based on semantic segmentation | Yiyue Zhao, Xinyu Yun, Chen Chai | 2022 | arxiv 2205.14118 |
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| Twin Deformable Point Convolutions for Point Cloud Semantic Segmentation in Remote Sensing Scenes | Yong-Qiang Mao, Hanbo Bi, Xuexue Li | 2024 | arxiv 2405.19735 |
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| AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation | Yizhe Zhang, Shubhankar Borse, Hong Cai | 2021 | arxiv 2110.12369 |
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| Skyline variations allow estimating distance to trees on landscape photos using semantic segmentation | Laura Martinez-Sanchez, Daniele Borio, Raphaël d'Andrimont | 2022 | arxiv 2201.08816 |
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| Intelligent Railroad Grade Crossing: Leveraging Semantic Segmentation and Object Detection for Enhanced Safety | Al Amin, Deo Chimba, Kamrul Hasan | 2024 | arxiv 2403.11060 |
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| Self-adversarial Multi-scale Contrastive Learning for Semantic Segmentation of Thermal Facial Images | Jitesh Joshi, Nadia Bianchi-Berthouze, Youngjun Cho | 2022 | arxiv 2209.10700 |
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| DiffuMask: Synthesizing Images with Pixel-level Annotations for Semantic Segmentation Using Diffusion Models | Weijia Wu, Yuzhong Zhao, Mike Zheng Shou | 2023 | arxiv 2303.11681 |
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| Visual Foundation Models Boost Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation | Jingyi Xu, Weidong Yang, Lingdong Kong | 2024 | arxiv 2403.10001 |
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| LERENet: Eliminating Intra-class Differences for Metal Surface Defect Few-shot Semantic Segmentation | Hanze Ding, Zhangkai Wu, Jiyan Zhang | 2024 | arxiv 2403.11122 |
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| vFusedSeg3D: 3rd Place Solution for 2024 Waymo Open Dataset Challenge in Semantic Segmentation | Osama Amjad, Ammad Nadeem | 2024 | arxiv 2408.15254 |
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| Feedback-Driven Pseudo-Label Reliability Assessment: Redefining Thresholding for Semi-Supervised Semantic Segmentation | Negin Ghamsarian, Sahar Nasirihaghighi, Klaus Schoeffmann | 2025 | arxiv 2505.07691 |
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