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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 |
|---|---|---|---|
| Discwise Active Learning for LiDAR Semantic Segmentation | Ozan Unal, Dengxin Dai, Ali Tamer Unal | 2023 | arxiv 2309.13276 |
| Dynamic Token-Pass Transformers for Semantic Segmentation | Yuang Liu, Qiang Zhou, Jing Wang | 2023 | arxiv 2308.01944 |
| Sensor Adaptation for Improved Semantic Segmentation of Overhead Imagery | Marc Bosch, Gordon A. Christie, Christopher M. Gifford | 2018 | arxiv 1811.08328 |
| Indirect Local Attacks for Context-aware Semantic Segmentation Networks | Krishna Kanth Nakka, Mathieu Salzmann | 2019 | arxiv 1911.13038 |
| On the Effect of Image Resolution on Semantic Segmentation | Ritambhara Singh, Abhishek Jain, Pietro Perona | 2024 | arxiv 2402.05398 |
| Semantic Segmentation of Urban Textured Meshes Through Point Sampling | Grégoire Grzeczkowicz, Bruno Vallet (1) __INSTITUTION_2__ LASTIG, Univ Gustave Eiffel | 2023 | arxiv 2302.10635 |
| Anomaly-Aware Semantic Segmentation via Style-Aligned OoD Augmentation | Dan Zhang, Kaspar Sakmann, William Beluch | 2023 | arxiv 2308.09965 |
| Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation | Seunghoon Hong, Hyeonwoo Noh, Bohyung Han | 2015 | arxiv 1506.04924 |
| Hierarchical Semantic Segmentation using Psychometric Learning | Lu Yin, Vlado Menkovski, Shiwei Liu | 2021 | arxiv 2107.03212 |
| Knowledge Adaptation for Efficient Semantic Segmentation | Tong He, Chunhua Shen, Zhi Tian | 2019 | arxiv 1903.04688 |
| Tianfei Zhou, Wenguan Wang, Ender Konukoglu |
| 2022 |
| arxiv 2203.15102 |
| Multimodal SAM-adapter for Semantic Segmentation | Iacopo Curti, Pierluigi Zama Ramirez, Alioscia Petrelli | 2025 | arxiv 2509.10408 |
|---|
| Novel Class Discovery in Semantic Segmentation | Yuyang Zhao, Zhun Zhong, Nicu Sebe | 2021 | arxiv 2112.01900 |
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| When Semantic Segmentation Meets Frequency Aliasing | Linwei Chen, Lin Gu, Ying Fu | 2024 | arxiv 2403.09065 |
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| Universal Domain Adaptation for Semantic Segmentation | Seun-An Choe, Keon-Hee Park, Jinwoo Choi | 2025 | arxiv 2505.22458 |
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| Vision Transformers: From Semantic Segmentation to Dense Prediction | Li Zhang, Jiachen Lu, Sixiao Zheng | 2022 | arxiv 2207.09339 |
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| Semi-Supervised Semantic Segmentation via Gentle Teaching Assistant | Ying Jin, Jiaqi Wang, Dahua Lin | 2023 | arxiv 2301.07340 |
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| Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation | Guolei Sun, Wenguan Wang, Jifeng Dai | 2020 | arxiv 2007.01947 |
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| RGB-T Semantic Segmentation with Location, Activation, and Sharpening | Gongyang Li, Yike Wang, Zhi Liu | 2022 | arxiv 2210.14530 |
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| Restoration Adaptation for Semantic Segmentation on Low Quality Images | Kai Guan, Rongyuan Wu, Shuai Li | 2026 | arxiv 2602.14042 |
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