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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| arxiv 2105.08876 |
| DFE-IANet: A Method for Polyp Image Classification Based on Dual-domain Feature Extraction and Interaction Attention | Wei Wang, Jixing He, Xin Wang | 2024 | arxiv 2407.20843 |
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| Modeling Multi-modal Cross-interaction for Multi-label Few-shot Image Classification Based on Local Feature Selection | Kun Yan, Zied Bouraoui, Fangyun Wei | 2024 | arxiv 2412.13732 |
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| An Empirical Investigation into Benchmarking Model Multiplicity for Trustworthy Machine Learning: A Case Study on Image Classification | Prakhar Ganesh | 2023 | arxiv 2311.14859 |
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| Is Robustness the Cost of Accuracy? -- A Comprehensive Study on the Robustness of 18 Deep Image Classification Models | Dong Su, Huan Zhang, Hongge Chen | 2018 | arxiv 1808.01688 |
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| Fine-grained Prompt Tuning: A Parameter and Memory Efficient Transfer Learning Method for High-resolution Medical Image Classification | Yijin Huang, Pujin Cheng, Roger Tam | 2024 | arxiv 2403.07576 |
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| AHDMIL: Asymmetric Hierarchical Distillation Multi-Instance Learning for Fast and Accurate Whole-Slide Image Classification | Jiuyang Dong, Jiahan Li, Junjun Jiang | 2025 | arxiv 2508.05114 |
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| MDF-MLLM: Deep Fusion Through Cross-Modal Feature Alignment for Contextually Aware Fundoscopic Image Classification | Jason Jordan, Mohammadreza Akbari Lor, Peter Koulen | 2025 | arxiv 2509.21358 |
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| Explaining Deep Convolutional Neural Networks for Image Classification by Evolving Local Interpretable Model-agnostic Explanations | Bin Wang, Wenbin Pei, Bing Xue | 2022 | arxiv 2211.15143 |
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| Top-Tuning: a study on transfer learning for an efficient alternative to fine tuning for image classification with fast kernel methods | Paolo Didier Alfano, Vito Paolo Pastore, Lorenzo Rosasco | 2022 | arxiv 2209.07932 |
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| The Impact of Generalization Techniques on the Interplay Among Privacy, Utility, and Fairness in Image Classification | Ahmad Hassanpour, Amir Zarei, Khawla Mallat | 2024 | arxiv 2412.11951 |
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| DSVTLA: Deep Swin Vision Transformer-Based Transfer Learning Architecture for Multi-Type Cancer Histopathological Cancer Image Classification | Muazzem Hussain Khan, Tasdid Hasnain, Md. Jamil khan | 2026 | arxiv 2604.09468 |
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