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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| 2025 |
| arxiv 2508.13043 |
| ISALux: Illumination and Segmentation Aware Transformer Employing Mixture of Experts for Low Light Image Enhancement | Raul Balmez, Alexandru Brateanu, Ciprian Orhei | 2025 | arxiv 2508.17885 |
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| NLI4VolVis: Natural Language Interaction for Volume Visualization via LLM Multi-Agents and Editable 3D Gaussian Splatting | Kuangshi Ai, Kaiyuan Tang, Chaoli Wang | 2025 | arxiv 2507.12621 |
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| Exploring Active Learning for Semiconductor Defect Segmentation | Lile Cai, Ramanpreet Singh Pahwa, Xun Xu | 2025 | arxiv 2507.17359 |
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| From DeepSense to Open RAN: AI/ML Advancements in Dynamic Spectrum Sensing and Their Applications | Ryan Barker | 2025 | arxiv 2502.02889 |
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| Uni3R: Unified 3D Reconstruction and Semantic Understanding via Generalizable Gaussian Splatting from Unposed Multi-View Images | Xiangyu Sun, Haoyi Jiang, Liu Liu | 2025 | arxiv 2508.03643 |
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| Hyperspectral vs. RGB for Pedestrian Segmentation in Urban Driving Scenes: A Comparative Study | Jiarong Li, Imad Ali Shah, Enda Ward | 2025 | arxiv 2508.11301 |
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| Deep Skin Lesion Segmentation with Transformer-CNN Fusion: Toward Intelligent Skin Cancer Analysis | Xin Wang, Xiaopei Zhang, Xingang Wang | 2025 | arxiv 2508.14509 |
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| Choice Outweighs Effort: Facilitating Complementary Knowledge Fusion in Federated Learning via Re-calibration and Merit-discrimination | Ming Yang, Dongrun Li, Xin Wang | 2025 | arxiv 2508.17954 |
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| DinoTwins: Combining DINO and Barlow Twins for Robust, Label-Efficient Vision Transformers | Michael Podsiadly, Brendon K Lay | 2025 | arxiv 2508.17509 |
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| PanoHair: Detailed Hair Strand Synthesis on Volumetric Heads | Shashikant Verma, Shanmuganathan Raman | 2025 | arxiv 2508.18944 |
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