no code implementations • 28 May 2024 • Issar Tzachor, Boaz Lerner, Matan Levy, Michael Green, Tal Berkovitz Shalev, Gavriel Habib, Dvir Samuel, Noam Korngut Zailer, Or Shimshi, Nir Darshan, Rami Ben-Ari
In this paper, we propose a simple yet powerful approach to better exploit the potential of a foundation model for VPR.
Ranked #1 on Visual Place Recognition on Eynsham
no code implementations • 28 May 2024 • Dvir Samuel, Rami Ben-Ari, Matan Levy, Nir Darshan, Gal Chechik
Personalized retrieval and segmentation aim to locate specific instances within a dataset based on an input image and a short description of the reference instance.
1 code implementation • NeurIPS 2023 • Matan Levy, Rami Ben-Ari, Nir Darshan, Dani Lischinski
These questions form a dialog with the user in order to retrieve the desired image from a large corpus.
1 code implementation • 16 Mar 2023 • Matan Levy, Rami Ben-Ari, Nir Darshan, Dani Lischinski
To address these shortcomings, we introduce the Large Scale Composed Image Retrieval (LaSCo) dataset, a new CoIR dataset which is ten times larger than existing ones.
Ranked #1 on Image Retrieval on LaSCo
1 code implementation • 29 Nov 2021 • Matan Levy, Rami Ben-Ari, Dani Lischinski
Our model is particularly well suited for realistic questions with out-of-vocabulary answers that require regression.
Ranked #1 on Visual Question Answering (VQA) on PlotQA-D1