Multimodal Differential Network for Visual Question Generation

Generating natural questions from an image is a semantic task that requires using visual and language modality to learn multimodal representations. Images can have multiple visual and language contexts that are relevant for generating questions namely places, captions, and tags... (read more)

PDF Abstract
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Question Generation COCO Visual Question Answering (VQA) real images 1.0 open ended MDN BLEU-1 65.1 # 1
Question Generation Visual Question Generation MDN BLEU-1 36.0 # 1

Methods used in the Paper


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