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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| 2021 |
| arxiv 2110.09267 |
| Anatomical and Diagnostic Bayesian Segmentation in Prostate MRI $-$Should Different Clinical Objectives Mandate Different Loss Functions? | Anindo Saha, Joeran Bosma, Jasper Linmans | 2021 | arxiv 2110.12889 |
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| Towards Robust Partially Supervised Multi-Structure Medical Image Segmentation on Small-Scale Data | Nanqing Dong, Michael Kampffmeyer, Xiaodan Liang | 2020 | arxiv 2011.14164 |
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| Deep Neural Networks for Automatic Grain-matrix Segmentation in Plane and Cross-polarized Sandstone Photomicrographs | Rajdeep Das, Ajoy Mondal, Tapan Chakraborty | 2021 | arxiv 2111.07102 |
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| CpT: Convolutional Point Transformer for 3D Point Cloud Processing | Chaitanya Kaul, Joshua Mitton, Hang Dai | 2021 | arxiv 2111.10866 |
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| Searching the Search Space of Vision Transformer | Minghao Chen, Kan Wu, Bolin Ni | 2021 | arxiv 2111.14725 |
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| Fully Transformer Networks for Semantic Image Segmentation | Sitong Wu, Tianyi Wu, Fangjian Lin | 2021 | arxiv 2106.04108 |
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| Solar PV Installation Potential Assessment on Building Facades Based on Vision and Language Foundation Models | Ruyu Liu, Dongxu Zhuang, Jianhua Zhang | 2025 | arxiv 2510.00797 |
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| Background Semantics Matter: Cross-Task Feature Exchange Network for Clustered Infrared Small Target Detection | Mengxuan Xiao, Yinfei Zhu, Yiming Zhu | 2024 | arxiv 2407.20078 |
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| Federated Source-free Domain Adaptation for Classification: Weighted Cluster Aggregation for Unlabeled Data | Junki Mori, Kosuke Kihara, Taiki Miyagawa | 2024 | arxiv 2412.13757 |
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| A Novel Adaptive Deep Network for Building Footprint Segmentation | A. Ziaee, R. Dehbozorgi, M. Döller | 2021 | arxiv 2103.00286 |
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