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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| 2021 |
| arxiv 2107.13627 |
| On the Variance of the Adaptive Learning Rate and Beyond | Liyuan Liu, Haoming Jiang, Pengcheng He | 2019 | arxiv 1908.03265 |
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| MLP Singer: Towards Rapid Parallel Korean Singing Voice Synthesis | Jaesung Tae, Hyeongju Kim, Younggun Lee | 2021 | arxiv 2106.07886 |
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| MED-TEX: Transferring and Explaining Knowledge with Less Data from Pretrained Medical Imaging Models | Thanh Nguyen-Duc, He Zhao, Jianfei Cai | 2020 | arxiv 2008.02593 |
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| Knowledge Distillation Detection for Open-weights Models | Qin Shi, Amber Yijia Zheng, Qifan Song | 2025 | arxiv 2510.02302 |
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| Layer-Aware Influence for Online Data Valuation Estimation | Ziao Yang, Longbo Huang, Hongfu Liu | 2025 | arxiv 2510.16007 |
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| Lipschitz Bounded Equilibrium Networks | Max Revay, Ruigang Wang, Ian R. Manchester | 2020 | arxiv 2010.01732 |
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| The Weighting Game: Evaluating Quality of Explainability Methods | Lassi Raatikainen, Esa Rahtu | 2022 | arxiv 2208.06175 |
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| Promoting Shape Bias in CNNs: Frequency-Based and Contrastive Regularization for Corruption Robustness | Robin Narsingh Ranabhat, Longwei Wang, Amit Kumar Patel | 2025 | arxiv 2509.11355 |
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| Hierarchical Deep Fusion Framework for Multi-dimensional Facial Forgery Detection -- The 2024 Global Deepfake Image Detection Challenge | Kohou Wang, Huan Hu, Xiang Liu | 2025 | arxiv 2509.13107 |
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| H-SPLID: HSIC-based Saliency Preserving Latent Information Decomposition | Lukas Miklautz, Chengzhi Shi, Andrii Shkabrii | 2025 | arxiv 2510.20627 |
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