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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| 2022 |
| arxiv 2211.11116 |
| Impact of Scaled Image on Robustness of Deep Neural Networks | Chengyin Hu, Weiwen Shi | 2022 | arxiv 2209.02132 |
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| Adversarial Robustness against Multiple and Single $l_p$-Threat Models via Quick Fine-Tuning of Robust Classifiers | Francesco Croce, Matthias Hein | 2021 | arxiv 2105.12508 |
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| Unexplored Faces of Robustness and Out-of-Distribution: Covariate Shifts in Environment and Sensor Domains | Eunsu Baek, Keondo Park, Jiyoon Kim | 2024 | arxiv 2404.15882 |
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| With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations | Debidatta Dwibedi, Yusuf Aytar, Jonathan Tompson | 2021 | arxiv 2104.14548 |
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| IPMix: Label-Preserving Data Augmentation Method for Training Robust Classifiers | Zhenglin Huang, Xiaoan Bao, Na Zhang | 2023 | arxiv 2310.04780 |
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| Instance-Conditioned GAN | Arantxa Casanova, Marlène Careil, Jakob Verbeek | 2021 | arxiv 2109.05070 |
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| Local Manifold Augmentation for Multiview Semantic Consistency | Yu Yang, Wing Yin Cheung, Chang Liu | 2022 | arxiv 2211.02798 |
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| Fully Attentional Networks with Self-emerging Token Labeling | Bingyin Zhao, Zhiding Yu, Shiyi Lan | 2024 | arxiv 2401.03844 |
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| Deep Residual Learning for Image Recognition | Kaiming He, Xiangyu Zhang, Shaoqing Ren | 2015 | arxiv 1512.03385 |
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| A Tilted Seesaw: Revisiting Autoencoder Trade-off for Controllable Diffusion | Pu Cao, Yiyang Ma, Feng Zhou | 2026 | arxiv 2601.21633 |
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