import tensorflow as tf

        full_video, time_axis=1)
    latent = common_video.get_gaussian_tensor(latent_mean, latent_std)
    latent = tf.layers.flatten(latent)
    latent = tf.expand_dims(latent, axis=1)
    latent = tf.expand_dims(latent, axis=1)
    latent_mask = tf.layers.dense(latent, filters, name="latent_mask")
