Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly
Spencer Whitehead, Suzanne Petryk, Vedaad Shakib, Joseph E. Gonzalez, Trevor Darrell, Anna Rohrbach, Marcus Rohrbach
Topics & Concepts
Computer scienceQuestion answeringCorrectnessSoftmax functionMetric (unit)Artificial intelligenceSelection (genetic algorithm)Machine learningFunction (biology)Deep learningAlgorithmEvolutionary biologyBiologyOperations managementEconomicsMultimodal Machine Learning ApplicationsDomain Adaptation and Few-Shot LearningAdvanced Image and Video Retrieval Techniques