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resource efficient

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convolutional neural network (2) one-vs-one algorithm (1) iot hardware (1) adaptive task allocation (1) heterogeneous computation times (1) lightweight cnn (1) one-vs-one strategy (1) multi-scale network (1) dense connectivity (1) optimal allocation (1)

Papers

ATA: Adaptive Task Allocation for Efficient Resource Management in Distributed Machine Learning ICML 2025 Training Up to 50 Class ML Models on 3 $ IoT Hardware via Optimizing One-vs-One Algorithm (Student Abstract) AAAI 2022 LiteEval: A Coarse-to-Fine Framework for Resource Efficient Video Recognition NeurIPS 2019 Multi-Scale Dense Networks for Resource Efficient Image Classification ICLR 2018