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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Title | Authors | Year | Source |
|---|---|---|---|
| BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature Analysis | Weiguang Zhao, Rui Zhang, Qiufeng Wang | 2025 | arxiv 2503.12539 |
| CLIP-S$^4$: Language-Guided Self-Supervised Semantic Segmentation | Wenbin He, Suphanut Jamonnak, Liang Gou | 2023 | arxiv 2305.01040 |
| Mixed context networks for semantic segmentation | Haiming Sun, Di Xie, Shiliang Pu | 2016 | arxiv 1610.05854 |
| Future Semantic Segmentation with Convolutional LSTM | Seyed shahabeddin Nabavi, Mrigank Rochan, Yang | 2018 | arxiv 1807.07946 |
| On Calibrating Semantic Segmentation Models: Analyses and An Algorithm | Dongdong Wang, Boqing Gong, Liqiang Wang | 2022 | arxiv 2212.12053 |
| Instance-wise Uncertainty for Class Imbalance in Semantic Segmentation | Luís Almeida, Inês Dutra, Francesco Renna | 2024 | arxiv 2407.12609 |
| Frame-To-Frame Consistent Semantic Segmentation | Manuel Rebol, Patrick Knöbelreiter | 2020 | arxiv 2008.00948 |
| 3D Guided Weakly Supervised Semantic Segmentation | Weixuan Sun, Jing Zhang, Nick Barnes | 2020 | arxiv 2012.00242 |
| RTSeg: Real-time Semantic Segmentation Comparative Study | Mennatullah Siam, Mostafa Gamal, Moemen Abdel-Razek | 2018 | arxiv 1803.02758 |
| Interactive Semantic Segmentation for Phosphene Vision Neuroprosthetics | Eleftherios Papadopoulos, Yagmur Güçlütürk (1) __INSTITUTION_2__ Donders Institute of Brain, Cognition | 2025 | arxiv 2509.19957 |
| MacFormer: Semantic Segmentation with Fine Object Boundaries |
| Guoan Xu, Wenfeng Huang, Tao Wu |
| 2024 |
| arxiv 2408.05699 |
| Contextrast: Contextual Contrastive Learning for Semantic Segmentation | Changki Sung, Wanhee Kim, Jungho An | 2024 | arxiv 2404.10633 |
|---|
| Delving into Transformer for Incremental Semantic Segmentation | Zekai Xu, Mingyi Zhang, Jiayue Hou | 2022 | arxiv 2211.10253 |
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| Edge-Preserving Guided Semantic Segmentation for VIPriors Challenge | Chih-Chung Hsu, Hsin-Ti Ma | 2020 | arxiv 2007.08919 |
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| Weak-shot Semantic Segmentation via Dual Similarity Transfer | Junjie Chen, Li Niu, Siyuan Zhou | 2022 | arxiv 2210.02270 |
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| Real-time Semantic Segmentation with Context Aggregation Network | Michael Ying Yang, Saumya Kumaar, Ye Lyu | 2020 | arxiv 2011.00993 |
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| Exploring Cross-Image Pixel Contrast for Semantic Segmentation | Wenguan Wang, Tianfei Zhou, Fisher Yu | 2021 | arxiv 2101.11939 |
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| UAVid: A Semantic Segmentation Dataset for UAV Imagery | Ye Lyu, George Vosselman, Guisong Xia | 2018 | arxiv 1810.10438 |
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| Decoupling Continual Semantic Segmentation | Yifu Guo, Yuquan Lu, Wentao Zhang | 2025 | arxiv 2508.05065 |
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| Semantic Segmentation Using Super Resolution Technique as Pre-Processing | Chih-Chia Chen, Wei-Han Chen, Jen-Shiun Chiang | 2023 | arxiv 2306.15218 |
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