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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Real-Time Road Segmentation Using LiDAR Data Processing on an FPGA | Yecheng Lyu, Lin Bai, Xinming Huang | 2017 | arxiv 1711.02757 |
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| Utilizing Semantic Visual Landmarks for Precise Vehicle Navigation | Varun Murali, Han-Pang Chiu, Supun Samarasekera | 2018 | arxiv 1801.00858 |
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| Regularizing Deep Networks by Modeling and Predicting Label Structure | Mohammadreza Mostajabi, Michael Maire, Gregory Shakhnarovich | 2018 | arxiv 1804.02009 |
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| Boundary-sensitive Network for Portrait Segmentation | Xianzhi Du, Xiaolong Wang, Dawei Li | 2017 | arxiv 1712.08675 |
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| Progressive refinement: a method of coarse-to-fine image parsing using stacked network | Jiagao Hu, Zhengxing Sun, Yunhan Sun | 2018 | arxiv 1804.08256 |
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| Loss-Calibrated Approximate Inference in Bayesian Neural Networks | Adam D. Cobb, Stephen J. Roberts, Yarin Gal | 2018 | arxiv 1805.03901 |
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| SBNet: Sparse Blocks Network for Fast Inference | Mengye Ren, Andrei Pokrovsky, Bin Yang | 2018 | arxiv 1801.02108 |
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| AutoRally An open platform for aggressive autonomous driving | Brian Goldfain, Paul Drews, Changxi You | 2018 | arxiv 1806.00678 |
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| TernausNetV2: Fully Convolutional Network for Instance Segmentation | Vladimir I. Iglovikov, Selim Seferbekov, Alexander V. Buslaev | 2018 | arxiv 1806.00844 |
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| Multi-task Learning for Macromolecule Classification, Segmentation and Coarse Structural Recovery in Cryo-Tomography | Chang Liu, Xiangrui Zeng, Kaiwen Wang | 2018 | arxiv 1805.06332 |
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