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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| 2017 |
| arxiv 1704.01740 |
| NOAH: Learning Pairwise Object Category Attentions for Image Classification | Chao Li, Aojun Zhou, Anbang Yao | 2024 | arxiv 2402.02377 |
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| Image classification and retrieval with random depthwise signed convolutional neural networks | Yunzhe Xue, Usman Roshan | 2018 | arxiv 1806.05789 |
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| Optimizing MCMC-Driven Bayesian Neural Networks for High-Precision Medical Image Classification in Small Sample Sizes | Mingyu Sun | 2024 | arxiv 2409.12355 |
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| How does self-supervised pretraining improve robustness against noisy labels across various medical image classification datasets? | Bidur Khanal, Binod Bhattarai, Bishesh Khanal | 2024 | arxiv 2401.07990 |
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| Knowledge-Free Black-Box Watermark and Ownership Proof for Image Classification Neural Networks | Fangqi Li, Shilin Wang | 2022 | arxiv 2204.04522 |
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| Vision Through the Veil: Differential Privacy in Federated Learning for Medical Image Classification | Kishore Babu Nampalle, Pradeep Singh, Uppala Vivek Narayan | 2023 | arxiv 2306.17794 |
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| DASH: Visual Analytics for Debiasing Image Classification via User-Driven Synthetic Data Augmentation | Bum Chul Kwon, Jungsoo Lee, Chaeyeon Chung | 2022 | arxiv 2209.06357 |
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| WISE: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal LLMs in Image Classification | Yiwen Jiang, Deval Mehta, Siyuan Yan | 2025 | arxiv 2509.17740 |
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| Billion-scale semi-supervised learning for image classification | I. Zeki Yalniz, Hervé Jégou, Kan Chen | 2019 | arxiv 1905.00546 |
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| LocalNorm: Robust Image Classification through Dynamically Regularized Normalization | Bojian Yin, Siebren Schaafsma, Henk Corporaal | 2019 | arxiv 1902.06550 |
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