I used to enjoy simply scrolling through your photos. I have not found a way to return to the same page in the browse photos after looking at an individual photo. It seems very clumsy to navigate. 
There was an issue about returning to the page when the new layout first came out but it has been working fine for me. The upper left orange box ‘return to browse photos’ or backspace on keyboard takes me back to the previous page.