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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Denny Mattern, Darya Martyniuk, Henri Willems |
| 2021 |
| arxiv 2106.07327 |
| Deep learning for classification of noisy QR codes | Rebecca Leygonie, Sylvain Lobry (LIPADE)), Laurent Wendling | 2023 | arxiv 2307.10677 |
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| Quantum Surrogate-Driven Image Classifier: A Gradient-Free Approach to Avoid Barren Plateaus | Yichen Xie | 2025 | arxiv 2505.05249 |
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| Automatic Classification of Magnetic Chirality of Solar Filaments from H-Alpha Observations | Alexis Chalmers, Azim Ahmadzadeh | 2025 | arxiv 2509.18214 |
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| REViT: Roto-reflection Equivariant Convolutional Vision Transformer | Sheir A. Zaheer, Alexander C. Holston, Chan Y. Park | 2026 | arxiv 2606.25318 |
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| Reproduction Report on "Learn to Pay Attention" | Levan Shugliashvili, Davit Soselia, Shota Amashukeli | 2018 | arxiv 1812.04650 |
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| Visual Representation Learning with Self-Supervised Attention for Low-Label High-data Regime | Prarthana Bhattacharyya, Chenge Li, Xiaonan Zhao | 2022 | arxiv 2201.08951 |
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| An Analysis of Pre-Training on Object Detection | Hengduo Li, Bharat Singh, Mahyar Najibi | 2019 | arxiv 1904.05871 |
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| Dual-View Alignment Learning with Hierarchical-Prompt for Class-Imbalance Multi-Label Classification | Sheng Huang, Jiexuan Yan, Beiyan Liu | 2025 | arxiv 2509.17747 |
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| This Looks Like Those: Illuminating Prototypical Concepts Using Multiple Visualizations | Chiyu Ma, Brandon Zhao, Chaofan Chen | 2023 | arxiv 2310.18589 |
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