SOTA2 Research · papers

Papers for “image classification”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

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20 indexed

Title	Authors	Year	Source
Machine learning with sub-diffraction resolution in the photon-counting regime	Giuseppe Buonaiuto, Cosmo Lupo	2024	arxiv 2406.03179
Semi-Supervised Goal-Oriented Semantic Communication Framework for Foreground Classification	Zhitong Ni, Yansha Deng, Jinhong Yuan	2026	arxiv 2604.10870
A Self supervised learning framework for imbalanced medical imaging datasets	Yash Kumar Sharma, Charan Ramtej Kodi, Vineet Padmanabhan	2026	arxiv 2604.01947
ClimateVID -- Social Media Videos Analysis and Challenges Involved	Shiqi Xu, Moritz Burmester, Katharina Prasse	2026	arxiv 2604.27968
FLRSP: Privacy-Preserving Federated Learning Using Randomly Selected Model Parameters	Hiroto Sawada, Shoko Imaizumi, Hitoshi Kiya	2026	arxiv 2605.01204
Admissibility of Stein Shrinkage for Batch Normalization in the Presence of Adversarial Attacks	Sofia Ivolgina, P. Thomas Fletcher, Baba C. Vemuri	2025	arxiv 2507.08261
Systematic Characterization of Minimal Deep Learning Architectures: A Unified Analysis of Convergence, Pruning, and Quantization	Ziwei Zheng, Huizhi Liang, Vaclav Snasel	2026	arxiv 2601.17987
ConDiSR: Contrastive Disentanglement and Style Regularization for Single Domain Generalization	Aleksandr Matsun, Numan Saeed, Fadillah Adamsyah Maani	2024	arxiv 2403.09400
Synthesizer Based Efficient Self-Attention for Vision Tasks	Guangyang Zhu, Jianfeng Zhang, Yuanzhi Feng	2022	arxiv 2201.01410
Connectivity-Inspired Network for Context-Aware Recognition