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Found 2 papers, 1 papers with code
Differentiable Bayesian Neural Network Inference for Data Streams
Instead of generating separate prediction for each data sample independently, this model estimates the increments of prediction for a new data sample from the previous predictions.
Vector Quantized Bayesian Neural Network Inference for Data Streams
The computational cost of this model is almost the same as that of non-Bayesian NNs.
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