AI Researcher - Vision and Language
PhD Candidate
Gonda Brain Research Center
Bar-Ilan University
Email: brachalior@gmail.com

Research Interests: Vision and Language, Multimodal Perception, Commonsense Reasoning, Human-Machine Interaction, Contextual Reasoning, Planning, Graph ML

Publications

iota_thumbnail Informative Object Annotations
Lior Bracha, Gal Chechik
IEEE Conf. on Computer Vision and Pattern Recognition (CVPR) , 2019
project page / code / bibtex

We present IOTA, an approach to model a listener's prior knowledge on the visual world, to maximize the informativeness of a given description. We describe an efficient algorithm to approximate entropy reduction using a tree-structured graphical model.

disclip_thumbnail DisCLIP: Open-Vocabulary Referring Expression Generation
Lior Bracha, Eitan Shaar, Aviv Shamsian, Ethan Fetaya, Gal Chechik,
The British Machine Vision Conference (BMVC) Conference , 2023 [ Oral ]
project page / code / bibtex

lipvoicer_thumbnail LipVoicer: Generating Speech from Silent Videos Guided by Lip Reading
Yochai Yemini, Aviv Shamsian, Lior Bracha, Sharon Gannot, Ethan Fetaya
ICLR , 2024
project page / code / bibtex

gdvdm_thumbnail GD-VDM: Generated Depth for better Diffusion-based Video Generation
Ariel Lapid, Idan Achituve, Lior Bracha, Ethan Fetaya
ArXiv , 2023
project page / bibtex