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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| 2026 |
| arxiv 2602.10745 |
| CNN and ViT Efficiency Study on Tiny ImageNet and DermaMNIST Datasets | Aidar Amangeldi, Angsar Taigonyrov, Muhammad Huzaifa Jawad | 2025 | arxiv 2505.08259 |
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| Conformal Risk Control for Non-Monotonic Losses | Anastasios N. Angelopoulos | 2026 | arxiv 2602.20151 |
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| AdamNX: An Adam improvement algorithm based on a novel exponential decay mechanism for the second-order moment estimate | Meng Zhu, Quan Xiao, Weidong Min | 2025 | arxiv 2511.13465 |
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| Voice-assisted Image Labelling for Endoscopic Ultrasound Classification using Neural Networks | Ester Bonmati, Yipeng Hu, Alexander Grimwood | 2021 | arxiv 2110.06367 |
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| HASA: Hybrid Architecture Search with Aggregation Strategy for Echinococcosis Classification and Ovary Segmentation in Ultrasound Images | Jikuan Qian, Rui Li, Xin Yang | 2022 | arxiv 2204.06697 |
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| Spatial--spectral FFPNet: Attention-Based Pyramid Network for Segmentation and Classification of Remote Sensing Images | Qingsong Xu, Xin Yuan, Chaojun Ouyang | 2020 | arxiv 2008.08775 |
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| Lung Nodule Classification Using Biomarkers, Volumetric Radiomics and 3D CNNs | Kushal Mehta, Arshita Jain, Jayalakshmi Mangalagiri | 2020 | arxiv 2010.11682 |
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| Optimizing Deep Learning Inference on Embedded Systems Through Adaptive Model Selection | Vicent Sanz Marco, Ben Taylor, Zheng Wang | 2019 | arxiv 1911.04946 |
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| Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning | Weicong Liang, Yuhui Yuan, Henghui Ding | 2022 | arxiv 2210.01035 |
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| Taylor-Series Expanded Kolmogorov-Arnold Network for Medical Imaging Classification | Kaniz Fatema, Emad A. Mohammed, Sukhjit Singh Sehra | 2025 | arxiv 2509.13687 |
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