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.

Text2Topic: Multi-Label Text Classification System for Efficient Topic Detection in User Generated Content with Zero-Shot Capabilities

no code implementations • 23 Oct 2023 • Fengjun Wang, Moran Beladev, Ofri Kleinfeld, Elina Frayerman, Tal Shachar, Eran Fainman, Karen Lastmann Assaraf, Sarai Mizrachi, Benjamin Wang

We propose Text to Topic (Text2Topic), which achieves high multi-label classification performance by employing a Bi-Encoder Transformer architecture that utilizes concatenation, subtraction, and multiplication of embeddings on both text and topic.

Decision Making Multi-Label Classification +3

Learning Object Permanence from Video

1 code implementation • ECCV 2020 • Aviv Shamsian, Ofri Kleinfeld, Amir Globerson, Gal Chechik

The fourth subtask, where a target object is carried by a containing object, is particularly challenging because it requires a system to reason about a moving location of an invisible object.

Object Video Object Tracking