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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Peter Röseler, Oliver Schaudt, Helmut Berg |
| 2025 |
| arxiv 2505.05957 |
| Beyond Accuracy: What Matters in Designing Well-Behaved Image Classification Models? | Robin Hesse, Doğukan Bağc\i, Bernt Schiele | 2025 | arxiv 2503.17110 |
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| Representative Spectral Correlation Network for Multi-source Remote Sensing Image Classification | Chuanzheng Gong, Feng Gao, Junyan Lin | 2026 | arxiv 2604.27323 |
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| MoireMix: A Formula-Based Data Augmentation for Improving Image Classification Robustness | Yuto Matsuo, Yoshihiro Fukuhara, Yuki M. Asano | 2026 | arxiv 2603.25109 |
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| Learning To Focus: Anatomy-Guided Attention Regularization for Medical Image Classification | Tonmoy Hossain, Atiqur Rahman, Farhana Hossain Swarnali | 2026 | arxiv 2607.10851 |
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| Representation Trajectories Matters: Complementary Evidence for OOD Detection and Image Classification | Ignacio M. De la Jara, Cristian Rodriguez-Opazo, Hamed Damirchi | 2026 | arxiv 2607.26565 |
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| Performance evaluation and application of computation based low-cost homogeneous machine learning model algorithm for image classification | W. H. Huang | 2020 | arxiv 2010.08087 |
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| Amnesia as a Catalyst for Enhancing Black Box Pixel Attacks in Image Classification and Object Detection | Dongsu Song, Daehwa Ko, Jay Hoon Jung | 2025 | arxiv 2502.07821 |
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| Is one annotation enough? A data-centric image classification benchmark for noisy and ambiguous label estimation | Lars Schmarje, Vasco Grossmann, Claudius Zelenka | 2022 | arxiv 2207.06214 |
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| Security Evaluation of Compressible Image Encryption for Privacy-Preserving Image Classification against Ciphertext-only Attacks | Tatsuya Chuman, Hitoshi Kiya | 2022 | arxiv 2207.08109 |
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| A CNN With Multi-scale Convolution for Hyperspectral Image Classification using Target-Pixel-Orientation scheme | Jayasree Saha, Yuvraj Khanna, Jayanta Mukherjee | 2020 | arxiv 2001.11198 |
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