How to add or remove fields in SharePoint list's new item form?

1. Go to advanced list setting.
2. Enable management of content types.
3. Go to the default content type and add or remove the columns.
4. Browse this list in SharePoint designer and create a new item form with the above content type.
5. Set the above form as default form.

Note: The same is applicable on edit and display item form as well.