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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| 2025 |
| arxiv 2501.14685 |
| Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification | Lorenzo Brigato, Björn Barz, Luca Iocchi | 2021 | arxiv 2108.13122 |
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| Quaternion Approximation Networks for Enhanced Image Classification and Oriented Object Detection | Bryce Grant, Peng Wang | 2025 | arxiv 2509.05512 |
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| Co-Correcting: Noise-tolerant Medical Image Classification via mutual Label Correction | Jiarun Liu, Ruirui Li, Chuan Sun | 2021 | arxiv 2109.05159 |
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| Enhancing Multimodal Medical Image Classification using Cross-Graph Modal Contrastive Learning | Jun-En Ding, Chien-Chin Hsu, Chi-Hsiang Chu | 2024 | arxiv 2410.17494 |
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| Effective Features of Remote Sensing Image Classification Using Interactive Adaptive Thresholding Method | T.Balaji, Dr.M.Sumathi | 2014 | arxiv 1401.7743 |
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| Graph Convolutional Networks based on Manifold Learning for Semi-Supervised Image Classification | Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette, Longin Jan Latecki | 2023 | arxiv 2304.12492 |
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| Fruit Quality and Defect Image Classification with Conditional GAN Data Augmentation | Jordan J. Bird, Chloe M. Barnes, Luis J. Manso | 2021 | arxiv 2104.05647 |
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| Few-shot Fine-grained Image Classification via Multi-Frequency Neighborhood and Double-cross Modulation | Hegui Zhu, Zhan Gao, Jiayi Wang | 2022 | arxiv 2207.08547 |
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| An Efficient Medical Image Classification Method Based on a Lightweight Improved ConvNeXt-Tiny Architecture | Jingsong Xia, Yue Yin, Xiuhan Li | 2025 | arxiv 2508.11532 |
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| Unsupervised High-level Feature Learning by Ensemble Projection for Semi-supervised Image Classification and Image Clustering | Dengxin Dai, Luc Van Gool | 2016 | arxiv 1602.00955 |
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