Théo Rudkiewicz

Distribution-Aware Tensor Decomposition for Compression of Convolutional Neural Networks

Neural networks are widely used for image–related tasks but typically demand considerable computing power. Once a network has been trained, however, its memory‑ and compute‑footprint can be reduced by compression. In this work, we focus on compression through tensorization and low‑rank representatio…