Category Archives: Paper Review

PWC-Net with an Optical Flow 101 Taste

In this blog post, I’ll analyze PWC-Net, which is a CVPR ’18 oral. If someone needs an additional supervision to their model, PWC-Net is a common and natural choice as for now. The implementation can be found in this link. PWC-Net is an end-to-end, well-engineered CNN model for optical flow. The naming of PWC encodes […]

NVAE: A Leap Forward

In this post, I’ll analyze┬áNouveau VAE (NVAE) paper by Arash Vahdat and Jan Kautz. It is a Neural Information Processing Systems (NeurIPS) 2020 (spotlight) paper, you can access the paper from this link, and the source code is available. Summary: Nouveau Variational Autoencoder (NVAE) is the first VAE that is capable of generating high-quality images […]