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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| All-optical image classification through unknown random diffusers using a single-pixel diffractive network | Yi Luo, Bijie Bai, Yuhang Li | 2022 | arxiv 2208.03968 |
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| Image Classification Algorithm for Determining the Light Curve Morphologies of ASAS-SN Eclipsing Binaries | Burak Ulas | 2020 | arxiv 2012.08435 |
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| MedSelect: Selective Labeling for Medical Image Classification Combining Meta-Learning with Deep Reinforcement Learning | Akshay Smit, Damir Vrabac, Yujie He | 2021 | arxiv 2103.14339 |
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| Deep Neural Networks Based Weight Approximation and Computation Reuse for 2-D Image Classification | Mohammed F. Tolba, Huruy Tekle Tesfai, Hani Saleh | 2021 | arxiv 2105.02954 |
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| A Spectral-Spatial-Dependent Global Learning Framework for Insufficient and Imbalanced Hyperspectral Image Classification | Qiqi Zhu, Weihuan Deng, Zhuo Zheng | 2021 | arxiv 2105.14327 |
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| CBVLM: Training-free Explainable Concept-based Large Vision Language Models for Medical Image Classification | Cristiano Patrício, Isabel Rio-Torto, Jaime S. Cardoso | 2025 | arxiv 2501.12266 |
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| Improvement Strategies for Few-Shot Learning in OCT Image Classification of Rare Retinal Diseases | Cheng-Yu Tai, Ching-Wen Chen, Chi-Chin Wu | 2025 | arxiv 2505.20149 |
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| One-Shot Neural Architecture Search with Network Similarity Directed Initialization for Pathological Image Classification | Renao Yan | 2025 | arxiv 2506.14176 |
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| IMC-Net: A Lightweight Content-Conditioned Encoder with Multi-Pass Processing for Image Classification | YiZhou Li | 2025 | arxiv 2507.21761 |
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| Contrastive Integrated Gradients: A Feature Attribution-Based Method for Explaining Whole Slide Image Classification | Anh Mai Vu, Tuan L. Vo, Ngoc Lam Quang Bui | 2025 | arxiv 2511.08464 |
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| Beyond accuracy: quantifying the reliability of Multiple Instance Learning for Whole Slide Image classification | Hassan Keshvarikhojasteh, Marc Aubreville, Christof A. Bertram | 2024 | arxiv 2409.11110 |
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