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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Architecture Search of Dynamic Cells for Semantic Video Segmentation |
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| Vladimir Nekrasov, Hao Chen, Chunhua Shen |
| 2019 |
| arxiv 1904.02371 |
| Material Segmentation of Multi-View Satellite Imagery | Matthew Purri, Jia Xue, Kristin Dana | 2019 | arxiv 1904.08537 |
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| SpherePHD: Applying CNNs on a Spherical PolyHeDron Representation of 360 degree Images | Yeonkun Lee, Jaeseok Jeong, Jongseob Yun | 2018 | arxiv 1811.08196 |
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| Connection Sensitive Attention U-NET for Accurate Retinal Vessel Segmentation | Ruirui Li, Mingming Li, Jiacheng Li | 2019 | arxiv 1903.05558 |
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| SEMEDA: Enhancing Segmentation Precision with Semantic Edge Aware Loss | Yifu Chen, Arnaud Dapogny, Matthieu Cord | 2019 | arxiv 1905.01892 |
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| Deep Visual City Recognition Visualization | Xiangwei Shi, Seyran Khademi, Jan van Gemert | 2019 | arxiv 1905.01932 |
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| A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities | Simon A. A. Kohl, Bernardino Romera-Paredes, Klaus H. Maier-Hein | 2019 | arxiv 1905.13077 |
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| Learning Strict Identity Mappings in Deep Residual Networks | Xin Yu, Zhiding Yu, Srikumar Ramalingam | 2018 | arxiv 1804.01661 |
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| SEN12MS -- A Curated Dataset of Georeferenced Multi-Spectral Sentinel-1/2 Imagery for Deep Learning and Data Fusion | Michael Schmitt, Lloyd Haydn Hughes, Chunping Qiu | 2019 | arxiv 1906.07789 |
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| A Regularized Convolutional Neural Network for Semantic Image Segmentation | Fan Jia, Jun Liu, Xue-cheng Tai | 2019 | arxiv 1907.05287 |
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