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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| ProtoDiv: Prototype-guided Division of Consistent Pseudo-bags for Whole-slide Image Classification | Rui Yang, Pei Liu, Luping Ji | 2023 | arxiv 2304.06652 |
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| Additional Look into GAN-based Augmentation for Deep Learning COVID-19 Image Classification | Oleksandr Fedoruk, Konrad Klimaszewski, Aleksander Ogonowski | 2024 | arxiv 2401.14705 |
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| Img2Tab: Automatic Class Relevant Concept Discovery from StyleGAN Features for Explainable Image Classification | Youngjae Song, Sung Kuk Shyn, Kwang-su Kim | 2023 | arxiv 2301.06324 |
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| Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification | Yue Yang, Artemis Panagopoulou, Shenghao Zhou | 2022 | arxiv 2211.11158 |
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| Does Saliency-Based Training bring Robustness for Deep Neural Networks in Image Classification? | Ali Karkehabadi | 2023 | arxiv 2306.16581 |
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| FILM: How can Few-Shot Image Classification Benefit from Pre-Trained Language Models? | Zihao Jiang, Yunkai Dang, Dong Pang | 2023 | arxiv 2307.04114 |
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| OpenAL: An Efficient Deep Active Learning Framework for Open-Set Pathology Image Classification | Linhao Qu, Yingfan Ma, Zhiwei Yang | 2023 | arxiv 2307.05254 |
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| How To Overcome Confirmation Bias in Semi-Supervised Image Classification By Active Learning | Sandra Gilhuber, Rasmus Hvingelby, Mang Ling Ada Fok | 2023 | arxiv 2308.08224 |
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| Comparison of Neural Models for X-ray Image Classification in COVID-19 Detection | Jimi Togni, Romis Attux | 2025 | arxiv 2501.04196 |
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| Hybrid State-Space and GRU-based Graph Tokenization Mamba for Hyperspectral Image Classification | Muhammad Ahmad, Muhammad Hassaan Farooq Butt, Muhammad Usama | 2025 | arxiv 2502.06427 |
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| Enhancing Few-Shot Image Classification through Learnable Multi-Scale Embedding and Attention Mechanisms | Fatemeh Askari, Amirreza Fateh, Mohammad Reza Mohammadi | 2024 | arxiv 2409.07989 |
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