Simple reinforcement learning

leave empty for now, will add some Pacman example in the future.

Numerical Simulation of Vibroacoustics in FEM-BEM

I decided to write it done although I don’t think it is extremely useful, for this is what I spent two years on.

Deep Learning on 3D Geometries

Deep learning has influenced many aspects of our life. Computer vision, one of the most successful application field of deep learning, is now experiencing a revolution. Powered by faster computer hardware and ever growing 3D data, researchers are now expanding deep learning algorithms from 2D images to 3D geometries. Together with the wide spreading of depth camera, 3D printer and VR/AR devices, 3D deep learning will change our life again.

Accelerating Convolutional Neural Net

XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks

Generative deep learning

Variational Auto-Encoder

Auto-Encoding Variational Bayes