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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| 2019 |
| arxiv 1908.09798 |
| Using Image Priors to Improve Scene Understanding | Brigit Schroeder, Hanlin Tang, Alexandre Alahi | 2019 | arxiv 1910.01198 |
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| Unsupervised Image Segmentation by Mutual Information Maximization and Adversarial Regularization | S. Ehsan Mirsadeghi, Ali Royat, Hamid Rezatofighi | 2021 | arxiv 2107.00691 |
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| Robust 3D Scene Segmentation through Hierarchical and Learnable Part-Fusion | Anirud Thyagharajan, Benjamin Ummenhofer, Prashant Laddha | 2021 | arxiv 2111.08434 |
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| Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments | Thanh-Dat Truong, Hoang-Quan Nguyen, Bhiksha Raj | 2023 | arxiv 2305.15700 |
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| Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation | Suman Saha, Anton Obukhov, Danda Pani Paudel | 2021 | arxiv 2105.07830 |
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| Unsupervised Domain Adaptation for Medical Image Segmentation via Feature-space Density Matching | Tushar Kataria, Beatrice Knudsen, Shireen Elhabian | 2023 | arxiv 2305.05789 |
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| Convolutional Neural Network Segmentation for Satellite Imagery Data to Identify Landforms Using U-Net Architecture | Mitul Goswami, Sainath Dey, Aniruddha Mukherjee | 2025 | arxiv 2502.05476 |
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| PSA-SSL: Pose and Size-aware Self-Supervised Learning on LiDAR Point Clouds | Barza Nisar, Steven L. Waslander | 2025 | arxiv 2503.13914 |
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| WUDA: Unsupervised Domain Adaptation Based on Weak Source Domain Labels | Shengjie Liu, Chuang Zhu, Wenqi Tang | 2022 | arxiv 2210.02088 |
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| Atrous Residual Interconnected Encoder to Attention Decoder Framework for Vertebrae Segmentation via 3D Volumetric CT Images | Wenqiang Li, YM Tang, Ziyang Wang | 2021 | arxiv 2104.03715 |
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