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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Haojun Yu, Di Dai, Ziwei Zhao |
| 2025 |
| arxiv 2501.06862 |
| Photonic AI: A Hybrid Diffractive Holographic Neural System for Passive Optical Real-Time Image Classification | Prakul Sunil Hiremath | 2026 | arxiv 2604.15364 |
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| MBTI: A Multi-Branch Efficient Fine-Tuning Framework for Hyperspectral Image Classification with Foundation Models | Mingzhen Xu, Haonan Guo, Di Wang | 2026 | arxiv 2607.12782 |
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| Analysis of the Shortcut Learning and Clever Hans Effect in CNN based ECG Image Classification | Abhay Kumar Pathak, Mrityunjay Chaubey, Manjari Gupta | 2026 | arxiv 2607.25117 |
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| Cross-Domain Collaborative Learning via Cluster Canonical Correlation Analysis and Random Walker for Hyperspectral Image Classification | Yao Qin, Lorenzo Bruzzone, Biao Li | 2018 | arxiv 1808.09740 |
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| Chaos-SSL: An Attention-Based Self-Supervised Learning Framework with Chaotic Transformation for Medical Image Classification | Joao Batista Florindo | 2026 | arxiv 2605.27146 |
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| A Comprehensive Study on the Robustness of Image Classification and Object Detection in Remote Sensing: Surveying and Benchmarking | Shaohui Mei, Jiawei Lian, Xiaofei Wang | 2023 | arxiv 2306.12111 |
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| Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier is All You Need | Linhao Qu, Yingfan Ma, Xiaoyuan Luo | 2023 | arxiv 2307.02249 |
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| Deep Low-Shot Learning for Biological Image Classification and Visualization from Limited Training Samples | Lei Cai, Zhengyang Wang, Rob Kulathinal | 2020 | arxiv 2010.10050 |
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| An Architecture Combining Convolutional Neural Network (CNN) and Support Vector Machine (SVM) for Image Classification | Abien Fred Agarap | 2017 | arxiv 1712.03541 |
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| TRk-CNN: Transferable Ranking-CNN for image classification of glaucoma, glaucoma suspect, and normal eyes | Tae Joon Jun, Youngsub Eom, Dohyeun Kim | 2019 | arxiv 1905.06509 |
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| FTA-FTL: A Fine-Tuned Aggregation Federated Transfer Learning Scheme for Lithology Microscopic Image Classification | Keyvan RahimiZadeh, Ahmad Taheri, Jan Baumbach | 2025 | arxiv 2501.03349 |
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