Non papers, industry resources: - https://www.clarifai.com/company/customers - https://cloud.google.com/vision - Model generation Base model generation - Database search - results for imagenet: https://paperswithcode.com/sota/image-classification-on-imagenet - Comparasion of different classification methods https://ieeexplore.ieee.org/abstract/document/9687944 - EfficientNet: https://arxiv.org/pdf/1905.11946.pdf - Imagenet dataset: https://ieeexplore.ieee.org/abstract/document/5206848 - AutoMl - A survey of state of the art in ml - https://www.sciencedirect.com/science/article/pii/S0950705120307516 - AutoMl benchmark: https://arxiv.org/abs/1907.00909 - Transfer learning / Chaging Output layer / Multi model approach - https://journalofbigdata.springeropen.com/articles/10.1186/s40537-016-0043-6 - https://ieeexplore.ieee.org/abstract/document/9134370 - Cost of machine training / Efficiency - https://ieeexplore.ieee.org/abstract/document/8622396 - https://ieeexplore.ieee.org/abstract/document/9770050 - Node Management - Cache invalidation: https://dl.acm.org/doi/abs/10.1145/70082.68205 - Federation Learning: https://www.sciencedirect.com/science/article/abs/pii/S0950705121000381 - Transfer learning - https://link.springer.com/chapter/10.1007/978-3-319-97982-3_16