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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Jan-Aike Termöhlen, Timo Bartels, Tim Fingscheidt |
| 2023 |
| arxiv 2308.13331 |
| MuSCLe: A Multi-Strategy Contrastive Learning Framework for Weakly Supervised Semantic Segmentation | Kunhao Yuan, Gerald Schaefer, Yu-Kun Lai | 2022 | arxiv 2201.07021 |
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| Global and Local Features through Gaussian Mixture Models on Image Semantic Segmentation | Darwin Saire, Adín Ramírez Rivera | 2022 | arxiv 2207.09162 |
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| To Adapt or Not to Adapt? Real-Time Adaptation for Semantic Segmentation | Marc Botet Colomer, Pier Luigi Dovesi, Theodoros Panagiotakopoulos | 2023 | arxiv 2307.15063 |
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| Dilated Temporal Fully-Convolutional Network for Semantic Segmentation of Motion Capture Data | Noshaba Cheema, Somayeh Hosseini, Janis Sprenger | 2018 | arxiv 1806.09174 |
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| Automated Detection of Label Errors in Semantic Segmentation Datasets via Deep Learning and Uncertainty Quantification | Matthias Rottmann, Marco Reese | 2022 | arxiv 2207.06104 |
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| Texture-Shape Bias Balancing for Robust Synthetic-to-Real Semantic Segmentation in Automotive NIR Imagery | Felix Stillger, Ben Hamscher, Lukas Hahn | 2026 | arxiv 2606.15072 |
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| Domain Adaptive Semantic Segmentation by Optimal Transport | Yaqian Guo, Xin Wang, Ce Li | 2023 | arxiv 2303.16435 |
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| Domain Adaptive Semantic Segmentation without Source Data | Fuming You, Jingjing Li, Lei Zhu | 2021 | arxiv 2110.06484 |
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| Multi-Text Guided Few-Shot Semantic Segmentation | Qiang Jiao, Bin Yan, Yi Yang | 2025 | arxiv 2511.15515 |
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| ARTSeg: Employing Attention for Thermal images Semantic Segmentation | Farzeen Munir, Shoaib Azam, Unse Fatima | 2021 | arxiv 2111.15257 |
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