You can remember the meaning of 丢脸 with this easy mnemonic:
You don't know how to throw (丢) at all, and it's making me lose face (脸).
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.