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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| 2022 |
| arxiv 2207.13975 |
| Task-specific Fine-tuning via Variational Information Bottleneck for Weakly-supervised Pathology Whole Slide Image Classification | Honglin Li, Chenglu Zhu, Yunlong Zhang | 2023 | arxiv 2303.08446 |
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| Data-Efficient Deep Learning Method for Image Classification Using Data Augmentation, Focal Cosine Loss, and Ensemble | Byeongjo Kim, Chanran Kim, Jaehoon Lee | 2020 | arxiv 2007.07805 |
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| Brain Programming is Immune to Adversarial Attacks: Towards Accurate and Robust Image Classification using Symbolic Learning | Gerardo Ibarra-Vazquez, Gustavo Olague, Mariana Chan-Ley | 2021 | arxiv 2103.01359 |
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| A Comparative Study of Gastric Histopathology Sub-size Image Classification: from Linear Regression to Visual Transformer | Weiming Hu, Haoyuan Chen, Wanli Liu | 2022 | arxiv 2205.12843 |
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| Compact and De-biased Negative Instance Embedding for Multi-Instance Learning on Whole-Slide Image Classification | Joohyung Lee, Heejeong Nam, Kwanhyung Lee | 2024 | arxiv 2402.10595 |
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| VGS-ATD: Robust Distributed Learning for Multi-Label Medical Image Classification Under Heterogeneous and Imbalanced Conditions | Zehui Zhao, Laith Alzubaidi, Haider A.Alwzwazy | 2025 | arxiv 2507.18657 |
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| Optimized Learning for X-Ray Image Classification for Multi-Class Disease Diagnoses with Accelerated Computing Strategies | Sebastian A. Cruz Romero, Ivanelyz Rivera de Jesus, Dariana J. Troche Quinones | 2024 | arxiv 2407.01705 |
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| Towards Cross-Domain Single Blood Cell Image Classification via Large-Scale LoRA-based Segment Anything Model | Yongcheng Li, Lingcong Cai, Ying Lu | 2024 | arxiv 2408.06716 |
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| CLAIRE-DSA: Fluoroscopic Image Classification for Quality Assurance of Computer Vision Pipelines in Acute Ischemic Stroke | Cristo J. van den Berg, Frank G. te Nijenhuis, Mirre J. Blaauboer | 2025 | arxiv 2508.12755 |
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| Boosting Few-Shot Learning with Disentangled Self-Supervised Learning and Meta-Learning for Medical Image Classification | Eva Pachetti, Sotirios A. Tsaftaris, Sara Colantonio | 2024 | arxiv 2403.17530 |
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| Medical Image Classification Using Transfer Learning and Chaos Game Optimization on the Internet of Medical Things | Alhassan Mabrouk, Abdelghani Dahou, Mohamed Abd Elaziz | 2023 | arxiv 2312.07437 |
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