Update README.md

Signed-off-by: Walter Hugo Lopez Pinaya <ianonimato@hotmail.com>

Author: Warvito

README.md

@@ -15,7 +15,9 @@ Prototyping repo for generative models to be integrated into MONAI core.
   * How to train VQ-VAEs, VQ-GANs, AutoencoderKLs, Diffusion Models and Latent Diffusion Models on 2D and 3D data.
   * Train diffusion model to perform conditional image generation with classifier-free guidance.
   * Comparison of different diffusion model schedulers.
-  * Diffusion models with different parametrisations (e.g. v prediction and epsilon parametrisation).
+  * Diffusion models with different parameterisation (e.g. v prediction and epsilon parameterisation).
+  * Inpainting with diffusion model (using Repaint method)
+  * Super-resolution with Latent Diffusion Models (using Noise Conditioning Augmentation)
 
 ## Roadmap
 Our short-term goals are available in the [Milestones](https://github.com/Project-MONAI/GenerativeModels/milestones)