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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Hoyoung Kim, Minhyeon Oh, Sehyun Hwang |
| 2023 |
| arxiv 2303.16817 |
| Towards Robust Few-shot Point Cloud Semantic Segmentation | Yating Xu, Na Zhao, Gim Hee Lee | 2023 | arxiv 2309.11228 |
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| Actor-Action Semantic Segmentation with Grouping Process Models | Chenliang Xu, Jason J. Corso | 2015 | arxiv 1512.09041 |
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| Vortex Pooling: Improving Context Representation in Semantic Segmentation | Chen-Wei Xie, Hong-Yu Zhou, Jianxin Wu | 2018 | arxiv 1804.06242 |
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| Benchmarking Computational Pathology Foundation Models For Semantic Segmentation | Lavish Ramchandani, Aashay Tinaikar, Dev Kumar Das | 2026 | arxiv 2602.18747 |
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| Collaborative Learning for Semi-Supervised LiDAR Semantic Segmentation | Bin Yang, Alexandru Paul Condurache | 2026 | arxiv 2605.17135 |
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| Fully Convolutional Deep Network Architectures for Automatic Short Glass Fiber Semantic Segmentation from CT scans | Tomasz Konopczyński, Danish Rathore, Jitendra Rathore | 2019 | arxiv 1901.01211 |
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| DGSS : Domain Generalized Semantic Segmentation using Iterative Style Mining and Latent Representation Alignment | Pranjay Shyam, Antyanta Bangunharcana, Kuk-Jin Yoon | 2022 | arxiv 2202.13144 |
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| Incremental Few-Shot Semantic Segmentation via Embedding Adaptive-Update and Hyper-class Representation | Guangchen Shi, Yirui Wu, Jun Liu | 2022 | arxiv 2207.12964 |
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| OpenUrban3D: Annotation-Free Open-Vocabulary Semantic Segmentation of Large-Scale Urban Point Clouds | Chongyu Wang, Kunlei Jing, Jihua Zhu | 2025 | arxiv 2509.10842 |
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