I hate that feel...
Back when I was in school I would make really,really small talk with someone near me with a safe subject. EX: something about class, current events that everyone knows/talks about. It was relatively successful
Everyone else in class either has someone to talk to before, after, and during group work or is committed to their phone, and you're still awkwardly trying to connect.