Conditional COT-GAN for Video Prediction with Kernel Smoothing

This repository contains an implementation and further details of kernel Conditional COT-GAN (KCCOT-GAN).

Results

The green border indicates context sequences, and the red border shows the KCCOT-GAN predictions conditioned on the context sequences.

Moving MNIST results

GQN Mazes results

BAIR Push Small results

Data

All datasets used in the experiments are publicly available.

The Moving MNIST dataset can be downloaded from here.
All GQN datasets are available at here and the GQN mazes dataset can be downloaded from this GCP bucket.
BAIR Push Small dataset is available in TensorFlow Datasets module, see here.