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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| arxiv 2507.10044 |
| Label Smarter, Not Harder: CleverLabel for Faster Annotation of Ambiguous Image Classification with Higher Quality | Lars Schmarje, Vasco Grossmann, Tim Michels | 2023 | arxiv 2305.12811 |
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| A Contrastive Learning Framework Empowered by Attention-based Feature Adaptation for Street-View Image Classification | Qi You, Yitai Cheng, Zichao Zeng | 2026 | arxiv 2602.16590 |
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| CTRL-F: Pairing Convolution with Transformer for Image Classification via Multi-Level Feature Cross-Attention and Representation Learning Fusion | Hosam S. EL-Assiouti, Hadeer El-Saadawy, Maryam N. Al-Berry | 2024 | arxiv 2407.06673 |
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| Boosting Occluded Image Classification via Subspace Decomposition Based Estimation of Deep Features | Feng Cen, Guanghui Wang | 2020 | arxiv 2001.04066 |
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| Self-supervised Learning for Gastrointestinal Pathologies Endoscopy Image Classification with Triplet Loss | Tai Nguyen-D-P | 2023 | arxiv 2303.01672 |
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| Learning Optimal Data Augmentation Policies via Bayesian Optimization for Image Classification Tasks | Chunxu Zhang, Jiaxu Cui, Bo Yang | 2019 | arxiv 1905.02610 |
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| Category-Prompt Refined Feature Learning for Long-Tailed Multi-Label Image Classification | Jiexuan Yan, Sheng Huang, Nankun Mu | 2024 | arxiv 2408.08125 |
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| Example-Based Explainable AI and its Application for Remote Sensing Image Classification | Shin-nosuke Ishikawa, Masato Todo, Masato Taki | 2023 | arxiv 2302.01526 |
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| Parameter-Efficient Fine-Tuning of Multispectral Foundation Models for Hyperspectral Image Classification | Bernardin Ligan, Khalide Jbilou, Fahd Kalloubi | 2025 | arxiv 2505.15334 |
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| Shallow Network Based on Depthwise Over-Parameterized Convolution for Hyperspectral Image Classification | Hongmin Gao, Zhonghao Chen, Chenming Li | 2021 | arxiv 2112.00250 |
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| Guaranteed Image Classification via Goal-oriented Joint Semantic Source and Channel Coding | Wenchao Wu, Min Qiu, Yansha Deng | 2026 | arxiv 2603.01872 |
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