3 papers
cs.CV2021
Detector-Free Weakly Supervised Grounding by Separation
Assaf Arbelle, Sivan Doveh, Amit Alfassy +14
Nowadays, there is an abundance of data involving images and surrounding free-form text weakly corresponding to those images. Weakly Supervised phrase-Grounding (WSG) deals with th…
cs.LG2020
Multi-Task Learning by a Top-Down Control Network
Hila Levi, Shimon Ullman
As the range of tasks performed by a general vision system expands, executing multiple tasks accurately and efficiently in a single network has become an important and still open p…
cs.CV2018
Efficient Coarse-to-Fine Non-Local Module for the Detection of Small Objects
Hila Levi, Shimon Ullman
An image is not just a collection of objects, but rather a graph where each object is related to other objects through spatial and semantic relations. Using relational reasoning mo…