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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| The Skin Game: Revolutionizing Standards for AI Dermatology Model Comparison |
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| \Lukasz Miętkiewicz, Leon Ciechanowski, Dariusz Jemielniak |
| 2025 |
| arxiv 2502.02500 |
| Benchmark Generation Framework with Customizable Distortions for Image Classifier Robustness | Soumyendu Sarkar, Ashwin Ramesh Babu, Sajad Mousavi | 2023 | arxiv 2310.18626 |
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| LARE: Latent Augmentation using Regional Embedding with Vision-Language Model | Kosuke Sakurai, Tatsuya Ishii, Ryotaro Shimizu | 2024 | arxiv 2409.12597 |
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| Your Image Generator Is Your New Private Dataset | Nicolo Resmini, Eugenio Lomurno, Cristian Sbrolli | 2025 | arxiv 2504.04582 |
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| Achieving Pareto Optimality using Efficient Parameter Reduction for DNNs in Resource-Constrained Edge Environment | Atah Nuh Mih, Alireza Rahimi, Asfia Kawnine | 2024 | arxiv 2403.10569 |
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| Convolutional neural network classification of cancer cytopathology images: taking breast cancer as an example | MingXuan Xiao, Yufeng Li, Xu Yan | 2024 | arxiv 2404.08279 |
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| MambaOut: Do We Really Need Mamba for Vision? | Weihao Yu, Xinchao Wang | 2024 | arxiv 2405.07992 |
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| Improving GAN Training via Feature Space Shrinkage | Haozhe Liu, Wentian Zhang, Bing Li | 2023 | arxiv 2303.01559 |
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| GenImage: A Million-Scale Benchmark for Detecting AI-Generated Image | Mingjian Zhu, Hanting Chen, Qiangyu Yan | 2023 | arxiv 2306.08571 |
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| Query-Efficient Decision-based Black-Box Patch Attack | Zhaoyu Chen, Bo Li, Shuang Wu | 2023 | arxiv 2307.00477 |
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