For a Single Layer
Click the V or I for that layer.
For One or More Layers
Highlight the layer(s) and
Press the <Alt> key as well as V or I to make the highlighted layer(s) visible or invisible, respectively.
Or
Use the Visible or Invisible buttons at the top of the dialog box.
For ALL Layers
Click the Swap Vis button to toggle the visibility of all layers.