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.