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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Francesco Pro, Nikolaos Dionelis, Luca Maiano |
| 2024 |
| arxiv 2404.11302 |
| Uncovering the Inner Workings of STEGO for Safe Unsupervised Semantic Segmentation | Alexander Koenig, Maximilian Schambach, Johannes Otterbach | 2023 | arxiv 2304.07314 |
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| Branches Mutual Promotion for End-to-End Weakly Supervised Semantic Segmentation | Lei Zhu, Hangzhou He, Xinliang Zhang | 2023 | arxiv 2308.04949 |
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| Enhancing Uncertainty Estimation in Semantic Segmentation via Monte-Carlo Frequency Dropout | Tal Zeevi, Lawrence H. Staib, John A. Onofrey | 2025 | arxiv 2501.11258 |
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| Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World Surveillance | Sébastien Piérard, Anthony Cioppa, Anaïs Halin | 2022 | arxiv 2211.10119 |
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| On the Calibration of Uncertainty Estimation in LiDAR-based Semantic Segmentation | Mariella Dreissig, Florian Piewak, Joschka Boedecker | 2023 | arxiv 2308.02248 |
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| Uncertainty-weighted Loss Functions for Improved Adversarial Attacks on Semantic Segmentation | Kira Maag, Asja Fischer | 2023 | arxiv 2310.17436 |
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| ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation | Adam Paszke, Abhishek Chaurasia, Sangpil Kim | 2016 | arxiv 1606.02147 |
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| SALA: Soft Assignment Local Aggregation for Parameter Efficient 3D Semantic Segmentation | Hani Itani, Silvio Giancola, Ali Thabet | 2020 | arxiv 2012.14929 |
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| Towards Robust Pseudo-Label Learning in Semantic Segmentation: An Encoding Perspective | Wangkai Li, Rui Sun, Zhaoyang Li | 2025 | arxiv 2512.06870 |
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| CHARM: Collaborative Harmonization across Arbitrary Modalities for Modality-agnostic Semantic Segmentation | Lekang Wen, Jing Xiao, Liang Liao | 2025 | arxiv 2508.03060 |
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