Visual learning with limited supervision [thesis]

Kunpeng Li
Dissertation xiii vii 5.4 Qualitative results of the text-to-image (image) retrieval for VSRN on MS-COCO dataset. We show the top-3 retrieved images for each text query, ranking from left to right. The true matches are outlined in green boxes and false matches in red boxes. We also show the attention visualization of image representation generated by VSRN under the corresponding image.
doi:10.17760/d20416794 fatcat:i4p34vooqnechmbw6qvwig3so4