2025
Fast and Slow Gradient Approximation for Binary Neural Network Optimization
AAAI 2025technical
Binary Neural Networks (BNNs) have garnered significant attention due to their immense potential for deployment on edge devices. However, the non-differentiability of the quantization function poses a challenge for the optimization of BNNs, as its derivative cannot be backpropagated. To address this…