Your rights are exactly the same during the sales as at any other time. If you've bought goods that turn out to be damaged or faulty, you are entitled to a replacement, repair or refund.
Although many shops allow you to take back goods that you've had second thoughts about, they do this as a goodwill gesture. There's no legal requirement for them to do it.