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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| 2022 |
| arxiv 2204.06455 |
| Continual Unsupervised Domain Adaptation for Semantic Segmentation using a Class-Specific Transfer | Robert A. Marsden, Felix Wiewel, Mario Döbler | 2022 | arxiv 2208.06507 |
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| GTNet: Graph Transformer Network for 3D Point Cloud Classification and Semantic Segmentation | Wei Zhou, Qian Wang, Weiwei Jin | 2023 | arxiv 2305.15213 |
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| Unsupervised deep learning for semantic segmentation of multispectral LiDAR forest point clouds | Lassi Ruoppa, Oona Oinonen, Josef Taher | 2025 | arxiv 2502.06227 |
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| Efficient Context Integration through Factorized Pyramidal Learning for Ultra-Lightweight Semantic Segmentation | Nadeem Atif, Saquib Mazhar, Debajit Sarma | 2023 | arxiv 2302.11785 |
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| IELDG: Suppressing Domain-Specific Noise with Inverse Evolution Layers for Domain Generalized Semantic Segmentation | Qizhe Fan, Chaoyu Liu, Zhonghua Qiao | 2025 | arxiv 2508.19604 |
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| CoBra: Complementary Branch Fusing Class and Semantic Knowledge for Robust Weakly Supervised Semantic Segmentation | Woojung Han, Seil Kang, Kyobin Choo | 2024 | arxiv 2403.08801 |
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| Centering the Value of Every Modality: Towards Efficient and Resilient Modality-agnostic Semantic Segmentation | Xu Zheng, Yuanhuiyi Lyu, Jiazhou Zhou | 2024 | arxiv 2407.11344 |
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| PFENet++: Boosting Few-shot Semantic Segmentation with the Noise-filtered Context-aware Prior Mask | Xiaoliu Luo, Zhuotao Tian, Taiping Zhang | 2021 | arxiv 2109.13788 |
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| Fusion-then-Distillation: Toward Cross-modal Positive Distillation for Domain Adaptive 3D Semantic Segmentation | Yao Wu, Mingwei Xing, Yachao Zhang | 2024 | arxiv 2410.19446 |
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| Bridge the Gap Between Visual and Linguistic Comprehension for Generalized Zero-shot Semantic Segmentation | Xiaoqing Guo, Wuyang Li, Yixuan Yuan | 2025 | arxiv 2503.23806 |
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| Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation | Li Li, Hubert P. H. Shum, Toby P. Breckon | 2023 | arxiv 2303.11203 |
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