How to discover new MEF parts while the application is running?

I'm using MEF to load plugins in my app. Everything works, but I want new parts to be discovered when they are dropped into my app folder. Is this possible? DirectoryCatalog has a Changed event but I'm not sure how it works.

This is my code right now:

public sealed class RevealerFactory
{
    private static readonly Lazy<RevealerFactory> lazy = 
            new Lazy<RevealerFactory>(() => new RevealerFactory());

    public static RevealerFactory Instance { get { return lazy.Value; } }

    private FileSystemWatcher watcher;

    private RevealerFactory()
    {
        Initialize();
    }

    [ImportMany(RequiredCreationPolicy = CreationPolicy.Shared)]
    private IEnumerable<Lazy<IRevealer, IRevealerCapabilities>> Revealers { 
        get;
        set; 
    }

    public IRevealer GetRevealer(Uri uri)
    {
        return (from revealer in Revealers
                where uri.Host.Equals(revealer.Metadata.Host, 
                                      StringComparison.OrdinalIgnoreCase) 
                   && revealer.Value.IsRevelable(uri)
                select revealer.Value).FirstOrDefault();
    }

    private void Initialize()
    {
        var catalog = new DirectoryCatalog(
            Environment.GetFolderPath(Environment.SpecialFolder.ApplicationData) 
                                      + "/SDownloader/Revealers");
        var container = new CompositionContainer(catalog);
        container.ComposeParts(this);
    }
}