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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| 2021 |
| arxiv 2103.10339 |
| Few-shot Semantic Segmentation with Self-supervision from Pseudo-classes | Yiwen Li, Gratianus Wesley Putra Data, Yunguan Fu | 2021 | arxiv 2110.11742 |
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| DABNet: Depth-wise Asymmetric Bottleneck for Real-time Semantic Segmentation | Gen Li, Inyoung Yun, Jonghyun Kim | 2019 | arxiv 1907.11357 |
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| OmniSegmentor: A Flexible Multi-Modal Learning Framework for Semantic Segmentation | Bo-Wen Yin, Jiao-Long Cao, Xuying Zhang | 2025 | arxiv 2509.15096 |
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| Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation | Antoine Saporta, Tuan-Hung Vu, Matthieu Cord | 2021 | arxiv 2108.06962 |
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| Use square root affinity to regress labels in semantic segmentation | Lumeng Cao, Zhouwang Yang | 2021 | arxiv 2103.04990 |
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| OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation | Kwanyoung Kim, Yujin Oh, Jong Chul Ye | 2024 | arxiv 2403.14183 |
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| Missing Modality Robustness in Semi-Supervised Multi-Modal Semantic Segmentation | Harsh Maheshwari, Yen-Cheng Liu, Zsolt Kira | 2023 | arxiv 2304.10756 |
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| SynthSet: Generative Diffusion Model for Semantic Segmentation in Precision Agriculture | Andrew Heschl, Mauricio Murillo, Keyhan Najafian | 2024 | arxiv 2411.03505 |
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| Global Average Feature Augmentation for Robust Semantic Segmentation with Transformers | Alberto Gonzalo Rodriguez Salgado, Maying Shen, Philipp Harzig | 2024 | arxiv 2412.01941 |
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| RTFormer: Efficient Design for Real-Time Semantic Segmentation with Transformer | Jian Wang, Chenhui Gou, Qiman Wu | 2022 | arxiv 2210.07124 |
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