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Leaf through
Quick Browsing
Leaf through implies a rapid or casual way of looking at the pages, not reading in detail. 
No Deep Reading
When someone leafs through a publication, they often won't remember specifics because they're skimming. 
Physical Action
Leaf through usually involves using fingers to turn multiple pages, highlighting the physical aspect. 