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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Junfei Shi, Yuke Li, Mengmeng Nie |
| 2025 |
| arxiv 2502.08137 |
| ProtoConNet: Prototypical Augmentation and Alignment for Open-Set Few-Shot Image Classification | Kexuan Shi, Zhuang Qi, Jingjing Zhu | 2025 | arxiv 2507.11845 |
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| LeDNet: Localization-enabled Deep Neural Network for Multi-Label Radiography Image Classification | Lalit Pant, Shubham Arora | 2024 | arxiv 2407.03931 |
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| Crossmodal Knowledge Distillation with WordNet-Relaxed Text Embeddings for Robust Image Classification | Chenqi Guo, Mengshuo Rong, Qianli Feng | 2025 | arxiv 2503.24017 |
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| AnoMalNet: Outlier Detection based Malaria Cell Image Classification Method Leveraging Deep Autoencoder | Aminul Huq, Md Tanzim Reza, Shahriar Hossain | 2023 | arxiv 2303.05789 |
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| SBPF: Sensitiveness Based Pruning Framework For Convolutional Neural Network On Image Classification | Yiheng Lu, Maoguo Gong, Wei Zhao | 2022 | arxiv 2208.04588 |
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| Exploring the Hierarchical Reasoning Model for Small Natural-Image Classification Without Augmentation | Alexander V. Mantzaris | 2025 | arxiv 2510.03598 |
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| Entropy Regularizing Activation: Boosting Continuous Control, Large Language Models, and Image Classification with Activation as Entropy Constraints | Zilin Kang, Chonghua Liao, Tingqiang Xu | 2025 | arxiv 2510.08549 |
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| Multi-function Convolutional Neural Networks for Improving Image Classification Performance | Luna M. Zhang | 2018 | arxiv 1805.11788 |
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| A Systematic Review of Generalization Research in Medical Image Classification | Sarah Matta, Mathieu Lamard, Philippe Zhang | 2024 | arxiv 2403.12167 |
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| One-bit Supervision for Image Classification: Problem, Solution, and Beyond | Hengtong Hu, Lingxi Xie, Xinyue Hue | 2023 | arxiv 2311.15225 |
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