IDKM: Memory Efficient Neural Network Quantization via Implicit, Differentiable k-Means

Sean Jaffe, Ambuj K. Singh, Francesco Bullo

Compressing large neural networks with minimal performance loss is crucial to enabling their deployment on edge devices. (Cho et al., 2022) proposed a weight quantization method th…