Tell Me What Is Good About This Property: Leveraging Reviews For Segment-Personalized Image Collection Summarization

no code implementations • 30 Oct 2023 • Monika Wysoczanska, Moran Beladev, Karen Lastmann Assaraf, Fengjun Wang, Ofri Kleinfeld, Gil Amsalem, Hadas Harush Boker

By incorporating the insights from reviews in our visual summaries, we enhance the summaries by presenting the relevant content to a user.

MuMIC -- Multimodal Embedding for Multi-label Image Classification with Tempered Sigmoid

no code implementations • 2 Nov 2022 • Fengjun Wang, Sarai Mizrachi, Moran Beladev, Guy Nadav, Gil Amsalem, Karen Lastmann Assaraf, Hadas Harush Boker

To the best of our knowledge, we are the first to adapt contrastively learnt multimodal pretraining for real-world multi-label image classification problems, and the innovation can be transferred to other domains.

Classification Multi-Label Classification +3

With One Voice: Composing a Travel Voice Assistant from Re-purposed Models

no code implementations • 4 Aug 2021 • Shachaf Poran, Gil Amsalem, Amit Beka, Dmitri Goldenberg

Voice assistants provide users a new way of interacting with digital products, allowing them to retrieve information and complete tasks with an increased sense of control and flexibility.

BIG-bench Machine Learning named-entity-recognition +4