Vedaad Shakib

Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly

"Machine learning has advanced dramatically, narrowing the accuracy gap to humans in multimodal tasks like visual question answering (VQA). However, while humans can say ""I don’t know"" when they are uncertain (i.e., abstain from answering a question), such ability has been largely neglected in mul…