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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Andreas Pfeuffer, Karina Schulz, Klaus Dietmayer |
| 2019 |
| arxiv 1905.01058 |
| Positive-Negative Equal Contrastive Loss for Semantic Segmentation | Jing Wang, Jiangyun Li, Wei Li | 2022 | arxiv 2207.01417 |
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| Adversarial Examples for Semantic Segmentation and Object Detection | Cihang Xie, Jianyu Wang, Zhishuai Zhang | 2017 | arxiv 1703.08603 |
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| Lightweight Transformer Framework for Weakly Supervised Semantic Segmentation | Ali Torabi, Sanjog Gaihre, Yaqoob Majeed | 2025 | arxiv 2511.19765 |
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| Geometry-Aware Network for Domain Adaptive Semantic Segmentation | Yinghong Liao, Wending Zhou, Xu Yan | 2022 | arxiv 2212.00920 |
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| Frequency-Guided Fusion For RGB-Thermal Semantic Segmentation | \.Ismail Emre Can\itez, Özgür Erkent | 2026 | arxiv 2605.26273 |
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| Iterative Loop Method Combining Active and Semi-Supervised Learning for Domain Adaptive Semantic Segmentation | Licong Guan, Xue Yuan | 2023 | arxiv 2301.13361 |
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| RS-MTDF: Multi-Teacher Distillation and Fusion for Remote Sensing Semi-Supervised Semantic Segmentation | Jiayi Song, Kaiyu Li, Xiangyong Cao | 2025 | arxiv 2506.08772 |
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| WildScenes: A Benchmark for 2D and 3D Semantic Segmentation in Large-scale Natural Environments | Kavisha Vidanapathirana, Joshua Knights, Stephen Hausler | 2023 | arxiv 2312.15364 |
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| HCNet: Hierarchical Context Network for Semantic Segmentation | Yanwen Chong, Congchong Nie, Yulong Tao | 2020 | arxiv 2010.04962 |
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