Semantic Segmentation

We present an approach to simultaneously per- form semantic segmentation and prepositional phrase attachment resolution for captioned images. Some ambiguities in language can- not be resolved without simultaneously rea- soning …...

AbstractRecent years the task of incomplete utterance rewriting has raised a large attention. Previous works usually shape it as a machine translation task and employ sequence to sequence based architecture …...

AbstractOne of the processing tasks for large multimodal data streams is automatic image description (image classification, object segmentation and classification). Although the number and the diversity of image datasets is …...