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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| 2026 |
| arxiv 2608.03511 |
| Kohn-Sham Spectral Embedding on Sparse Graphs at the Nishimori Temperature for Image Classification | V.S. Usatyuk, D. A. Sapozhnikov, S. I. Egorov | 2026 | arxiv 2607.28428 |
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| DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification | Hongrun Zhang, Yanda Meng, Yitian Zhao | 2022 | arxiv 2203.12081 |
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| Semantic Embedded Deep Neural Network: A Generic Approach to Boost Multi-Label Image Classification Performance | Xin Shen, Xiaonan Zhao, Rui Luo | 2023 | arxiv 2305.05228 |
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| All You Need is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification | Weijie Chen, Di Xie, Yuan Zhang | 2019 | arxiv 1903.05285 |
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| Mixed-Precision Quantized Neural Network with Progressively Decreasing Bitwidth For Image Classification and Object Detection | Tianshu Chu, Qin Luo, Jie Yang | 2019 | arxiv 1912.12656 |
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| Simple black-box universal adversarial attacks on medical image classification based on deep neural networks | Kazuki Koga, Kazuhiro Takemoto | 2021 | arxiv 2108.04979 |
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| Two-stage architectural fine-tuning with neural architecture search using early-stopping in image classification | Youngkee Kim, Won Joon Yun, Youn Kyu Lee | 2022 | arxiv 2202.08604 |
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| Effective Fine-Tuning of Vision Transformers with Low-Rank Adaptation for Privacy-Preserving Image Classification | Haiwei Lin, Shoko Imaizumi, Hitoshi Kiya | 2025 | arxiv 2507.11943 |
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| HOG-CNN: Integrating Histogram of Oriented Gradients with Convolutional Neural Networks for Retinal Image Classification | Faisal Ahmed | 2025 | arxiv 2507.22274 |
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| VLM-CPL: Consensus Pseudo Labels from Vision-Language Models for Annotation-Free Pathological Image Classification | Lanfeng Zhong, Zongyao Huang, Yang Liu | 2024 | arxiv 2403.15836 |
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| Looking in the mirror: A faithful counterfactual explanation method for interpreting deep image classification models | Townim Faisal Chowdhury, Vu Minh Hieu Phan, Kewen Liao | 2025 | arxiv 2509.16822 |
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