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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Rethinking Persistent Homology for Visual Recognition |
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| Ekaterina Khramtsova, Guido Zuccon, Xi Wang |
| 2022 |
| arxiv 2207.04220 |
| Multi-Epoch Matrix Factorization Mechanisms for Private Machine Learning | Christopher A. Choquette-Choo, H. Brendan McMahan, Keith Rush | 2022 | arxiv 2211.06530 |
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| Variational Bayesian Logistic Tensor Regression with Application to Image Recognition | Yunzhi Jin, Yanqing Zhang, Niansheng Tang | 2025 | arxiv 2505.05730 |
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| Multi-Teacher Knowledge Distillation with Reinforcement Learning for Visual Recognition | Chuanguang Yang, Xinqiang Yu, Han Yang | 2025 | arxiv 2502.18510 |
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| Delving into Out-of-Distribution Detection with Medical Vision-Language Models | Lie Ju, Sijin Zhou, Yukun Zhou | 2025 | arxiv 2503.01020 |
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| CSA: Data-efficient Mapping of Unimodal Features to Multimodal Features | Po-han Li, Sandeep P. Chinchali, Ufuk Topcu | 2024 | arxiv 2410.07610 |
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| Extending Straight-Through Estimation for Robust Neural Networks on Analog CIM Hardware | Yuannuo Feng, Wenyong Zhou, Yuexi Lyu | 2025 | arxiv 2508.11940 |
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| An Effective Gram Matrix Characterizes Generalization in Deep Networks | Rubing Yang, Pratik Chaudhari | 2025 | arxiv 2504.16450 |
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| Mask-based Invisible Backdoor Attacks on Object Detection | Jeongjin Shin | 2024 | arxiv 2405.09550 |
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| Narrowing the Focus: Learned Optimizers for Pretrained Models | Gus Kristiansen, Mark Sandler, Andrey Zhmoginov | 2024 | arxiv 2408.09310 |
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