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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Title | Authors | Year | Source |
|---|---|---|---|
| Toward Robust Image Classification | Basemah Alshemali, Alta Graham, Jugal Kalita | 2019 | arxiv 1909.12927 |
| Estimated Depth Map Helps Image Classification | Yihui He | 2017 | arxiv 1709.07077 |
| MARIC: Multi-Agent Reasoning for Image Classification | Wonduk Seo, Minhyeong Yu, Hyunjin An | 2025 | arxiv 2509.14860 |
| Fast Graph Neural Network for Image Classification | Mustafa Mohammadi Gharasuie, Luis Rueda | 2025 | arxiv 2508.14958 |
| A New Quantum CNN Model for Image Classification | X. Q. Zhao, T. L. Chen | 2022 | arxiv 2203.11155 |
| FewSAR: A Few-shot SAR Image Classification Benchmark | Rui Zhang, Ziqi Wang, Yang Li | 2023 | arxiv 2306.09592 |
| Competing Ratio Loss for Discriminative Multi-class Image Classification | Ke Zhang, Xinsheng Wang, Yurong Guo | 2019 | arxiv 1907.13349 |
| Biogeography based Satellite Image Classification | V.K.Panchal, Parminder Singh, Navdeep Kaur | 2009 | arxiv 0912.1009 |
| On dataset transferability in medical image classification | Dovile Juodelyte, Enzo Ferrante, Yucheng Lu | 2024 | arxiv 2412.20172 |
| Cell image classification: a comparative overview | Mohammad Shifat-E-Rabbi, Xuwang Yin, Cailey Elizabeth Fitzgerald | 2019 | arxiv 1906.03316 |
| Segmentation-Aware Hyperspectral Image Classification | Berkan Demirel, Omer Ozdil, Yunus Emre Esin | 2019 | arxiv 1905.09211 |
| Competing Ratio Loss for Discriminative Multi-class Image Classification | Ke Zhang, Yurong Guo, Xinsheng Wang | 2019 | arxiv 1912.11642 |
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| Gaze Embeddings for Zero-Shot Image Classification | Nour Karessli, Zeynep Akata, Bernt Schiele | 2016 | arxiv 1611.09309 |
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| Coded Distributed Image Classification | Jiepeng Tang, Navneet Agrawal, Slawomir Stanczak | 2023 | arxiv 2307.04915 |
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| Unsupervised Image Classification for Deep Representation Learning | Weijie Chen, Shiliang Pu, Di Xie | 2020 | arxiv 2006.11480 |
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| Deep transfer learning for image classification: a survey | Jo Plested, Musa Phiri, Tom Gedeon | 2022 | arxiv 2205.09904 |
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| Enhancing Instance-Level Image Classification with Set-Level Labels | Renyu Zhang, Aly A. Khan, Yuxin Chen | 2023 | arxiv 2311.05659 |
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| ChatGPT-Powered Hierarchical Comparisons for Image Classification | Zhiyuan Ren, Yiyang Su, Xiaoming Liu | 2023 | arxiv 2311.00206 |
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| Explainable Image Classification with Evidence Counterfactual | Tom Vermeire, David Martens | 2020 | arxiv 2004.07511 |
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| Deep AUC Maximization for Medical Image Classification: Challenges and Opportunities | Tianbao Yang | 2021 | arxiv 2111.02400 |
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