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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| GFNet: Geometric Flow Network for 3D Point Cloud Semantic Segmentation |
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| Haibo Qiu, Baosheng Yu, Dacheng Tao |
| 2022 |
| arxiv 2207.02605 |
| PSSNet: Planarity-sensible Semantic Segmentation of Large-scale Urban Meshes | Weixiao Gao, Liangliang Nan, Bas Boom | 2022 | arxiv 2202.03209 |
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| blob loss: instance imbalance aware loss functions for semantic segmentation | Florian Kofler, Suprosanna Shit, Ivan Ezhov | 2022 | arxiv 2205.08209 |
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| Lite-HDSeg: LiDAR Semantic Segmentation Using Lite Harmonic Dense Convolutions | Ryan Razani, Ran Cheng, Ehsan Taghavi | 2021 | arxiv 2103.08852 |
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| A Quantitative Evaluation Framework for Explainable AI in Semantic Segmentation | Reem Hammoud, Abdul Karim Gizzini, Ali J. Ghandour | 2025 | arxiv 2510.24414 |
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| Semantic Segmentation by Early Region Proxy | Yifan Zhang, Bo Pang, Cewu Lu | 2022 | arxiv 2203.14043 |
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| Improving Semantic Segmentation via Dilated Affinity | Boxi Wu, Shuai Zhao, Wenqing Chu | 2019 | arxiv 1907.07011 |
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| Influencer Backdoor Attack on Semantic Segmentation | Haoheng Lan, Jindong Gu, Philip Torr | 2023 | arxiv 2303.12054 |
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| MEDOE: A Multi-Expert Decoder and Output Ensemble Framework for Long-tailed Semantic Segmentation | Junao Shen, Long Chen, Kun Kuang | 2023 | arxiv 2308.08213 |
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| Temporally Constrained Neural Networks (TCNN): A framework for semi-supervised video semantic segmentation | Deepak Alapatt, Pietro Mascagni, Armine Vardazaryan | 2021 | arxiv 2112.13815 |
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