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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Machine Learning and Quantum Devices |
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| Florian Marquardt |
| 2021 |
| arxiv 2101.01759 |
| TensorNetwork for Machine Learning | Stavros Efthymiou, Jack Hidary, Stefan Leichenauer | 2019 | arxiv 1906.06329 |
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| Comparative study of variational quantum circuit and quantum backpropagation multilayer perceptron for COVID-19 outbreak predictions | Pranav Kairon, Siddhartha Bhattacharyya | 2020 | arxiv 2008.07617 |
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| A Programmer's Guide to Cascaded Adaptive Combiners: Online Learning by Biologically Accurate Models of Multilayer Neuron Networks | Martin Nilsson, Denis Kleyko | 2026 | arxiv 2606.14146 |
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| Prediction-Powered Risk Monitoring of Deployed Models for Detecting Harmful Distribution Shifts | Guangyi Zhang, Yunlong Cai, Guanding Yu | 2026 | arxiv 2602.02229 |
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| Demystifying KAN for Vision Tasks: The RepKAN Approach | Minjong Cheon | 2026 | arxiv 2603.06002 |
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| Fair Indivisible Payoffs through Shapley Value | Miko\laj Czarnecki, Micha\l Korniak, Oskar Skibski | 2025 | arxiv 2510.24906 |
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| HSI Image Enhancement Classification Based on Knowledge Distillation: A Study on Forgetting | Songfeng Zhu | 2026 | arxiv 2603.20292 |
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| DualOptim: Enhancing Efficacy and Stability in Machine Unlearning with Dual Optimizers | Xuyang Zhong, Haochen Luo, Chen Liu | 2025 | arxiv 2504.15827 |
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| DNNs, Dataset Statistics, and Correlation Functions | Robert W. Batterman, James F. Woodward | 2025 | arxiv 2511.21715 |
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