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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| arxiv 2311.04442 |
| UniFed: A Universal Federation of a Mixture of Highly Heterogeneous Medical Image Classification Tasks | Atefe Hassani, Islem Rekik | 2024 | arxiv 2408.07075 |
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| Fair Federated Medical Image Classification Against Quality Shift via Inter-Client Progressive State Matching | Nannan Wu, Zhuo Kuang, Zengqiang Yan | 2025 | arxiv 2503.09587 |
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| Automated COVID-19 CT Image Classification using Multi-head Channel Attention in Deep CNN | Susmita Ghosh, Abhiroop Chatterjee | 2023 | arxiv 2308.00715 |
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| MiAMix: Enhancing Image Classification through a Multi-stage Augmented Mixed Sample Data Augmentation Method | Wen Liang, Youzhi Liang, Jianguo Jia | 2023 | arxiv 2308.02804 |
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| On the Generalizability of Iterative Patch Selection for Memory-Efficient High-Resolution Image Classification | Max Riffi-Aslett, Christina Fell | 2024 | arxiv 2412.11237 |
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| MOB-GCN: A Novel Multiscale Object-Based Graph Neural Network for Hyperspectral Image Classification | Tuan-Anh Yang, Truong-Son Hy, Phuong D. Dao | 2025 | arxiv 2502.16289 |
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| A Comparison of Few-Shot Learning Methods for Underwater Optical and Sonar Image Classification | Mateusz Ochal, Jose Vazquez, Yvan Petillot | 2020 | arxiv 2005.04621 |
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| Combining Similarity and Adversarial Learning to Generate Visual Explanation: Application to Medical Image Classification | Martin Charachon, Céline Hudelot, Paul-Henry Cournède | 2020 | arxiv 2012.07332 |
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| GMM-IL: Image Classification using Incrementally Learnt, Independent Probabilistic Models for Small Sample Sizes | Penny Johnston, Keiller Nogueira, Kevin Swingler | 2022 | arxiv 2212.00572 |
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| MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification | Jiancheng Yang, Rui Shi, Donglai Wei | 2021 | arxiv 2110.14795 |
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| Fast Adaptation with Bradley-Terry Preference Models in Text-To-Image Classification and Generation | Victor Gallego | 2023 | arxiv 2308.07929 |
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