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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Fully Convolutional Multi-Class Multiple Instance Learning |
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| Deepak Pathak, Evan Shelhamer, Jonathan Long |
| 2014 |
| arxiv 1412.7144 |
| Reasoning and Algorithm Selection Augmented Symbolic Segmentation | Martin Lukac, Kamila Abdiyeva, Michitaka Kameyama | 2016 | arxiv 1608.03667 |
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| H-EMD: A Hierarchical Earth Mover's Distance Method for Instance Segmentation | Peixian Liang, Yizhe Zhang, Yifan Ding | 2022 | arxiv 2206.01309 |
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| BANet: Bidirectional Aggregation Network with Occlusion Handling for Panoptic Segmentation | Yifeng Chen, Guangchen Lin, Songyuan Li | 2020 | arxiv 2003.14031 |
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| RendBEV: Semantic Novel View Synthesis for Self-Supervised Bird's Eye View Segmentation | Henrique Piñeiro Monteagudo, Leonardo Taccari, Aurel Pjetri | 2025 | arxiv 2502.14792 |
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| LVIC: Multi-modality segmentation by Lifting Visual Info as Cue | Zichao Dong, Bowen Pang, Xufeng Huang | 2024 | arxiv 2403.05159 |
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| Highway Driving Dataset for Semantic Video Segmentation | Byungju Kim, Junho Yim, Junmo Kim | 2020 | arxiv 2011.00674 |
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| Point-supervised Segmentation of Microscopy Images and Volumes via Objectness Regularization | Shijie Li, Neel Dey, Katharina Bermond | 2021 | arxiv 2103.05617 |
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| InstanceCut: from Edges to Instances with MultiCut | Alexander Kirillov, Evgeny Levinkov, Bjoern Andres | 2016 | arxiv 1611.08272 |
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| Global Aggregation then Local Distribution for Scene Parsing | Xiangtai Li, Li Zhang, Guangliang Cheng | 2021 | arxiv 2107.13154 |
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