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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| 2024 |
| arxiv 2412.17331 |
| Adaptive Margin Contrastive Learning for Ambiguity-aware 3D Semantic Segmentation | Yang Chen, Yueqi Duan, Runzhong Zhang | 2025 | arxiv 2502.04111 |
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| SemSegLoss: A python package of loss functions for semantic segmentation | Shruti Jadon | 2021 | arxiv 2106.05844 |
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| Active Self-Training for Weakly Supervised 3D Scene Semantic Segmentation | Gengxin Liu, Oliver van Kaick, Hui Huang | 2022 | arxiv 2209.07069 |
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| Large Kernel Matters -- Improve Semantic Segmentation by Global Convolutional Network | Chao Peng, Xiangyu Zhang, Gang Yu | 2017 | arxiv 1703.02719 |
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| TMT: Cross-domain Semantic Segmentation with Region-adaptive Transferability Estimation | Enming Zhang, Zhengyu Li, Yanru Wu | 2025 | arxiv 2504.05774 |
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| ItTakesTwo: Leveraging Peer Representations for Semi-supervised LiDAR Semantic Segmentation | Yuyuan Liu, Yuanhong Chen, Hu Wang | 2024 | arxiv 2407.07171 |
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| Image Augmentation with Controlled Diffusion for Weakly-Supervised Semantic Segmentation | Wangyu Wu, Tianhong Dai, Xiaowei Huang | 2023 | arxiv 2310.09760 |
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| Adaptive Augmentation-Aware Latent Learning for Robust LiDAR Semantic Segmentation | Wangkai Li, Zhaoyang Li, Yuwen Pan | 2026 | arxiv 2603.01074 |
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| The Surprising Effectiveness of Canonical Knowledge Distillation for Semantic Segmentation | Muhammad Ali, Kevin Alexander Laube, Madan Ravi Ganesh | 2026 | arxiv 2604.25530 |
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| SegPAR: Class-Centric Decision-Based Sparse Attack for Semantic Segmentation | Dongsu Song, DaeYun GO, Boseung Seo | 2026 | arxiv 2608.11285 |
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