Directly import tensorflow lite models into tensorflow/keras

I am aware of converting tensorflow models to tflite, but is there a reverse procedure. I have been trying to dig the google documentation and this is not very clear to me.

I am trying to get this done for the models in here -->

Maybe I am missing something. I am quite new to tensorflow.