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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Single-Stage Semantic Segmentation from Image Labels |
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| Nikita Araslanov, Stefan Roth |
| 2020 |
| arxiv 2005.08104 |
| Multi-hypothesis contextual modeling for semantic segmentation | Hasan F. Ates, Sercan Sunetci | 2018 | arxiv 1812.05850 |
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| Low-Resolution Self-Attention for Semantic Segmentation | Yu-Huan Wu, Shi-Chen Zhang, Yun Liu | 2023 | arxiv 2310.05026 |
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| General-Purpose Multimodal Transformer meets Remote Sensing Semantic Segmentation | Nhi Kieu, Kien Nguyen, Sridha Sridharan | 2023 | arxiv 2307.03388 |
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| Training Constrained Deconvolutional Networks for Road Scene Semantic Segmentation | German Ros, Simon Stent, Pablo F. Alcantarilla | 2016 | arxiv 1604.01545 |
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| Prompt-Matched Semantic Segmentation | Lingbo Liu, Jianlong Chang, Bruce X.B. Yu | 2022 | arxiv 2208.10159 |
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| Bringing Background into the Foreground: Making All Classes Equal in Weakly-supervised Video Semantic Segmentation | Fatemeh Sadat Saleh, Mohammad Sadegh Aliakbarian, Mathieu Salzmann | 2017 | arxiv 1708.04400 |
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| UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images | Enze Zhu, Zhan Chen, Dingkai Wang | 2024 | arxiv 2408.11545 |
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| Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing Flow | Denis Gudovskiy, Tomoyuki Okuno, Yohei Nakata | 2023 | arxiv 2305.09610 |
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| Privacy-Preserving Depth-Only Open-Vocabulary 3D Semantic Segmentation Via Uncertainty-Guided Test-Time Optimization | Xuying Huang, Sicong Pan, Maren Bennewitz | 2026 | arxiv 2607.00978 |
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