Nell
  • Temporal Smoothing for Efficient Uncertainty Estimation

    We show that temporal smoothing is an efficient method to estimate uncertainty in video stream processing.

    January 31, 2021 - 9 minute read -
    Deep Learning Bayesian Deep Learning
  • Vector Quantized Bayesian Neural Network for Efficient Inference

    We propose a novel method to significantly improve the inference speed of Bayesian neural networks by using previously memorized predictions.

    January 30, 2021 - 12 minute read -
    Deep Learning Bayesian Deep Learning
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