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Bi-Encoder Cascades for Efficient Image Search
Modern neural encoders offer unprecedented text-image retrieval (TIR) accuracy, but their high computational cost impedes an adoption to large-scale image searches.
DAdaQuant: Doubly-adaptive quantization for communication-efficient Federated Learning
First, we introduce a time-adaptive quantization algorithm that increases the quantization level as training progresses.
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