Fábio Luís Livi Ramos

StaticBAC: Fast and Memory-Efficient Entropy Coding for Neural Network Compression

The rapid growth in neural network model size has increased the need for efficient compression techniques, particularly for edge and resource-constrained environments. While quantization reduces model size, entropy coding can further compress already quantized parameters. State-of-the-art methods such as DeepCABAC achi...