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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Jiahe Fan, Mohammud J. Bocus, Brett Hosking |
| 2021 |
| arxiv 2112.13082 |
| Algorithms for Semantic Segmentation of Multispectral Remote Sensing Imagery using Deep Learning | Ronald Kemker, Carl Salvaggio, Christopher Kanan | 2017 | arxiv 1703.06452 |
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| DODA: Data-oriented Sim-to-Real Domain Adaptation for 3D Semantic Segmentation | Runyu Ding, Jihan Yang, Li Jiang | 2022 | arxiv 2204.01599 |
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| Continual Road-Scene Semantic Segmentation via Feature-Aligned Symmetric Multi-Modal Network | Francesco Barbato, Elena Camuffo, Simone Milani | 2023 | arxiv 2308.04702 |
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| SpaceMeshLab: Spatial Context Memoization and Meshgrid Atrous Convolution Consensus for Semantic Segmentation | Taehun Kim, Jinseong Kim, Daijin Kim | 2021 | arxiv 2106.04025 |
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| Exploring Token-Level Augmentation in Vision Transformer for Semi-Supervised Semantic Segmentation | Dengke Zhang, Quan Tang, Fagui Liu | 2025 | arxiv 2503.02459 |
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| ITACLIP: Boosting Training-Free Semantic Segmentation with Image, Text, and Architectural Enhancements | M. Arda Ayd\in, Efe Mert Ç\irpar, Elvin Abdinli | 2024 | arxiv 2411.12044 |
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| 1st Place Solution of The Robust Vision Challenge 2022 Semantic Segmentation Track | Junfei Xiao, Zhichao Xu, Shiyi Lan | 2022 | arxiv 2210.12852 |
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| CPSeg: Finer-grained Image Semantic Segmentation via Chain-of-Thought Language Prompting | Lei Li | 2023 | arxiv 2310.16069 |
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| CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free | Monika Wysoczańska, Michaël Ramamonjisoa, Tomasz Trzciński | 2023 | arxiv 2309.14289 |
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| PCA-aided Fully Convolutional Networks for Semantic Segmentation of Multi-channel fMRI | Lei Tai, Haoyang Ye, Qiong Ye | 2016 | arxiv 1610.01732 |
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