12 citations · 14 across the 5 of their papers we have counts for
7 papers
Principled Coarse-Grained Acceptance for Speculative Decoding in Speech
Moran Yanuka, Paul Dixon, Eyal Finkelshtein +2
Speculative decoding accelerates autoregressive speech generation by letting a fast draft model propose tokens that a larger target model verifies. However, for speech LLMs that ge…
BusiNet -- a Light and Fast Text Detection Network for Business Documents
Oshri Naparstek, Ophir Azulai, Daniel Rotman +3
For digitizing or indexing physical documents, Optical Character Recognition (OCR), the process of extracting textual information from scanned documents, is a vital technology. Whe…
Detection Masking for Improved OCR on Noisy Documents
Daniel Rotman, Ophir Azulai, Inbar Shapira +2
Optical Character Recognition (OCR), the task of extracting textual information from scanned documents is a vital and broadly used technology for digitizing and indexing physical d…
Learnable Optimal Sequential Grouping for Video Scene Detection
Daniel Rotman, Yevgeny Yaroker, Elad Amrani +2
Video scene detection is the task of dividing videos into temporal semantic chapters. This is an important preliminary step before attempting to analyze heterogeneous video content…
TAEN: Temporal Aware Embedding Network for Few-Shot Action Recognition
Rami Ben-Ari, Mor Shpigel, Ophir Azulai +2
Classification of new class entities requires collecting and annotating hundreds or thousands of samples that is often prohibitively costly. Few-shot learning suggests learning to…
Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning
Elad Amrani, Rami Ben-Ari, Daniel Rotman +1
One of the key factors of enabling machine learning models to comprehend and solve real-world tasks is to leverage multimodal data. Unfortunately, annotation of multimodal data is…
ILS-SUMM: Iterated Local Search for Unsupervised Video Summarization
Yair Shemer, Daniel Rotman, Nahum Shimkin
In recent years, there has been an increasing interest in building video summarization tools, where the goal is to automatically create a short summary of an input video that prope…