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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Wei Li, Jingyang Zhang, Lihao Liu |
| 2025 |
| arxiv 2507.02437 |
| The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification | Linhao Qu, Xiaoyuan Luo, Kexue Fu | 2023 | arxiv 2305.17891 |
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| Single-Stage Broad Multi-Instance Multi-Label Learning (BMIML) with Diverse Inter-Correlations and its application to medical image classification | Qi Lai, Jianhang Zhou, Yanfen Gan | 2022 | arxiv 2209.02625 |
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| ImageNet-Hard: The Hardest Images Remaining from a Study of the Power of Zoom and Spatial Biases in Image Classification | Mohammad Reza Taesiri, Giang Nguyen, Sarra Habchi | 2023 | arxiv 2304.05538 |
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| Statistical theory for image classification using deep convolutional neural networks with cross-entropy loss under the hierarchical max-pooling model | Michael Kohler, Sophie Langer | 2020 | arxiv 2011.13602 |
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| Balanced Multi-Task Attention for Satellite Image Classification: A Systematic Approach to Achieving 97.23% Accuracy on EuroSAT Without Pre-Training | Aditya Vir | 2025 | arxiv 2510.15527 |
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| MSHCNet: Multi-Stream Hybridized Convolutional Networks with Mixed Statistics in Euclidean/Non-Euclidean Spaces and Its Application to Hyperspectral Image Classification | Shuang He, Haitong Tang, Xia Lu | 2021 | arxiv 2110.03346 |
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| A Novel Approach to Breast Cancer Histopathological Image Classification Using Cross-Colour Space Feature Fusion and Quantum-Classical Stack Ensemble Method | Sambit Mallick, Snigdha Paul, Anindya Sen | 2024 | arxiv 2404.02447 |
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| Demonstration of the common dual-channel feature decoupling characteristic of front-door mediation causal inference methods in whole-slice image classification | Zhirui Zhang, Tianhang Nan, Yong Ding | 2026 | arxiv 2607.12376 |
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| Minimizing the Effect of Noise and Limited Dataset Size in Image Classification Using Depth Estimation as an Auxiliary Task with Deep Multitask Learning | Khashayar Namdar, Partoo Vafaeikia, Farzad Khalvati | 2022 | arxiv 2208.10390 |
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| Distractor-Aware Neuron Intrinsic Learning for Generic 2D Medical Image Classifications | Lijun Gong, Kai Ma, Yefeng Zheng | 2020 | arxiv 2007.09979 |
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| A Comparison and Evaluation of Fine-tuned Convolutional Neural Networks to Large Language Models for Image Classification and Segmentation of Brain Tumors on MRI | Felicia Liu, Jay J. Yoo, Farzad Khalvati | 2025 | arxiv 2509.10683 |
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