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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Title | Authors | Year | Source |
|---|---|---|---|
| Do ImageNet Classifiers Generalize to ImageNet? | Benjamin Recht, Rebecca Roelofs, Ludwig Schmidt | 2019 | arxiv 1902.10811 |
| Are we done with ImageNet? | Lucas Beyer, Olivier J. Hénaff, Alexander Kolesnikov | 2020 | arxiv 2006.07159 |
| Diverse Imagenet Models Transfer Better | Niv Nayman, Avram Golbert, Asaf Noy | 2022 | arxiv 2204.09134 |
| Do Better ImageNet Models Transfer Better? | Simon Kornblith, Jonathon Shlens, Quoc V. Le | 2018 | arxiv 1805.08974 |
| Rethinking ImageNet Pre-training | Kaiming He, Ross Girshick, Piotr Dollár | 2018 | arxiv 1811.08883 |
| What Makes ImageNet Look Unlike LAION | Ali Shirali, Moritz Hardt | 2023 | arxiv 2306.15769 |
| One Pass ImageNet | Huiyi Hu, Ang Li, Daniele Calandriello | 2021 | arxiv 2111.01956 |
| ImageNet-21K Pretraining for the Masses | Tal Ridnik, Emanuel Ben-Baruch, Asaf Noy | 2021 | arxiv 2104.10972 |
| ImageNet Training in Minutes | Yang You, Zhao Zhang, Cho-Jui Hsieh | 2017 | arxiv 1709.05011 |
| Out of Distribution Detection on ImageNet-O | Anugya Srivastava, Shriya Jain, Mugdha Thigle | 2022 | arxiv 2201.09352 |
| ImageNet Pre-training also Transfers Non-Robustness | Jiaming Zhang, Jitao Sang, Qi Yi | 2021 | arxiv 2106.10989 |
| Core Risk Minimization using Salient ImageNet |
| Sahil Singla, Mazda Moayeri, Soheil Feizi |
| 2022 |
| arxiv 2203.15566 |
| Does Robustness on ImageNet Transfer to Downstream Tasks? | Yutaro Yamada, Mayu Otani | 2022 | arxiv 2204.03934 |
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| ImageNot: A contrast with ImageNet preserves model rankings | Olawale Salaudeen, Moritz Hardt | 2024 | arxiv 2404.02112 |
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| A Study of Face Obfuscation in ImageNet | Kaiyu Yang, Jacqueline Yau, Li Fei-Fei | 2021 | arxiv 2103.06191 |
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| Is it enough to optimize CNN architectures on ImageNet? | Lukas Tuggener, Jürgen Schmidhuber, Thilo Stadelmann | 2021 | arxiv 2103.09108 |
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| Impact of ImageNet Model Selection on Domain Adaptation | Youshan Zhang, Brian D. Davison | 2020 | arxiv 2002.02559 |
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| Vision Transformers in 2022: An Update on Tiny ImageNet | Ethan Huynh | 2022 | arxiv 2205.10660 |
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| Self-training with Noisy Student improves ImageNet classification | Qizhe Xie, Minh-Thang Luong, Eduard Hovy | 2019 | arxiv 1911.04252 |
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| Bugs in the Data: How ImageNet Misrepresents Biodiversity | Alexandra Sasha Luccioni, David Rolnick | 2022 | arxiv 2208.11695 |
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