3 papers
cs.CV2024
FOR: Finetuning for Object Level Open Vocabulary Image Retrieval
Hila Levi, Guy Heller, Dan Levi
As working with large datasets becomes standard, the task of accurately retrieving images containing objects of interest by an open set textual query gains practical importance. Th…
cs.CV2023
Object-Centric Open-Vocabulary Image-Retrieval with Aggregated Features
Hila Levi, Guy Heller, Dan Levi +1
The task of open-vocabulary object-centric image retrieval involves the retrieval of images containing a specified object of interest, delineated by an open-set text query. As work…
cs.LG2021
Can Stochastic Gradient Langevin Dynamics Provide Differential Privacy for Deep Learning?
Guy Heller, Ethan Fetaya
Bayesian learning via Stochastic Gradient Langevin Dynamics (SGLD) has been suggested for differentially private learning. While previous research provides differential privacy bou…