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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| MAGIC++: Efficient and Resilient Modality-Agnostic Semantic Segmentation via Hierarchical Modality Selection | Xu Zheng, Yuanhuiyi Lyu, Lutao Jiang | 2024 | arxiv 2412.16876 |
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| Calibration-based Dual Prototypical Contrastive Learning Approach for Domain Generalization Semantic Segmentation | Muxin Liao, Shishun Tian, Yuhang Zhang | 2023 | arxiv 2309.14282 |
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| Technical Considerations for Semantic Segmentation in MRI using Convolutional Neural Networks | Arjun D. Desai, Garry E. Gold, Brian A. Hargreaves | 2019 | arxiv 1902.01977 |
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| Semantic Referee: A Neural-Symbolic Framework for Enhancing Geospatial Semantic Segmentation | Marjan Alirezaie, Martin Längkvist, Michael Sioutis | 2019 | arxiv 1904.13196 |
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| Object detection via a multi-region & semantic segmentation-aware CNN model | Spyros Gidaris, Nikos Komodakis | 2015 | arxiv 1505.01749 |
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| LesionSeg: Semantic segmentation of skin lesions using Deep Convolutional Neural Network | Dhanesh Ramachandram, Terrance DeVries | 2017 | arxiv 1703.03372 |
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| PointSeg: Real-Time Semantic Segmentation Based on 3D LiDAR Point Cloud | Yuan Wang, Tianyue Shi, Peng Yun | 2018 | arxiv 1807.06288 |
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| FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation | Huikai Wu, Junge Zhang, Kaiqi Huang | 2019 | arxiv 1903.11816 |
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| Learning Texture Invariant Representation for Domain Adaptation of Semantic Segmentation | Myeongjin Kim, Hyeran Byun | 2020 | arxiv 2003.00867 |
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| Incorporating Human Domain Knowledge in 3D LiDAR-based Semantic Segmentation | Jilin Mei, Huijing Zhao | 2019 | arxiv 1905.09533 |
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