Finding correspondences between images is a fundamental problem in compu...
DreamFusion has recently demonstrated the utility of a pre-trained
text-...
Few-shot recognition involves training an image classifier to distinguis...
The current modus operandi in adapting pre-trained models involves updat...
In this paper we reformulate few-shot classification as a reconstruction...
Few-shot, fine-grained classification requires a model to learn subtle,
...
Multi-Entity Dependence Learning (MEDL) explores conditional correlation...
This paper introduces the system we developed for the Youtube-8M Video
U...