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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Feature Selective Transformer for Semantic Image Segmentation | Fangjian Lin, Tianyi Wu, Sitong Wu | 2022 | arxiv 2203.14124 |
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| Deep Neural Network Pruning for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images | Amirreza Mahbod, Rahim Entezari, Isabella Ellinger | 2022 | arxiv 2206.07422 |
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| Image-to-Image Translation for Autonomous Driving from Coarsely-Aligned Image Pairs | Youya Xia, Josephine Monica, Wei-Lun Chao | 2022 | arxiv 2209.11673 |
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| Orthogonal Projection Subspace to Aggregate Online Prior-knowledge for Continual Test-time Adaptation | Jinlong Li, Dong Zhao, Qi Zang | 2025 | arxiv 2506.19022 |
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| MambaTrans: Multimodal Fusion Image Translation via Large Language Model Priors for Downstream Visual Tasks | Yushen Xu, Xiaosong Li, Zhenyu Kuang | 2025 | arxiv 2508.07803 |
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| KARMA: Efficient Structural Defect Segmentation via Kolmogorov-Arnold Representation Learning | Md Meftahul Ferdaus, Mahdi Abdelguerfi, Elias Ioup | 2025 | arxiv 2508.08186 |
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| Hybridization of Attention UNet with Repeated Atrous Spatial Pyramid Pooling for Improved Brain Tumour Segmentation | Satyaki Roy Chowdhury, Golrokh Mirzaei | 2025 | arxiv 2501.13129 |
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| Few-Shot Fruit Segmentation via Transfer Learning | Jordan A. James, Heather K. Manching, Amanda M. Hulse-Kemp | 2024 | arxiv 2405.02556 |
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| H-FCBFormer Hierarchical Fully Convolutional Branch Transformer for Occlusal Contact Segmentation with Articulating Paper | Ryan Banks, Bernat Rovira-Lastra, Jordi Martinez-Gomis | 2024 | arxiv 2407.07604 |
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| A Two-Stage Progressive Pre-training using Multi-Modal Contrastive Masked Autoencoders | Muhammad Abdullah Jamal, Omid Mohareri | 2024 | arxiv 2408.02245 |
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