Search Results for author: Daniel Rotman

Found 6 papers, 3 papers with code

Detection Masking for Improved OCR on Noisy Documents

no code implementations17 May 2022 Daniel Rotman, Ophir Azulai, Inbar Shapira, Yevgeny Burshtein, Udi Barzelay

Additionally, we present and make publicly available our synthetic dataset with a unique hard-negative component specifically tuned to improve detection results, and evaluate the benefits that can be gained from its usage

Optical Character Recognition Optical Character Recognition (OCR)

Learnable Optimal Sequential Grouping for Video Scene Detection

1 code implementation17 May 2022 Daniel Rotman, Yevgeny Yaroker, Elad Amrani, Udi Barzelay, Rami Ben-Ari

Video scene detection is the task of dividing videos into temporal semantic chapters.

TAEN: Temporal Aware Embedding Network for Few-Shot Action Recognition

no code implementations21 Apr 2020 Rami Ben-Ari, Mor Shpigel, Ophir Azulai, Udi Barzelay, Daniel Rotman

Classification of new class entities requires collecting and annotating hundreds or thousands of samples that is often prohibitively costly.

3D Face Reconstruction Action Detection +6

Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning

1 code implementation6 Mar 2020 Elad Amrani, Rami Ben-Ari, Daniel Rotman, Alex Bronstein

One of the key factors of enabling machine learning models to comprehend and solve real-world tasks is to leverage multimodal data.

Ranked #3 on Visual Question Answering on MSRVTT-QA (Accuracy metric)

Density Estimation Noise Estimation +8

ILS-SUMM: Iterated Local Search for Unsupervised Video Summarization

1 code implementation8 Dec 2019 Yair Shemer, Daniel Rotman, Nahum Shimkin

We consider shot-based video summarization where the summary consists of a subset of the video shots which can be of various lengths.

Metaheuristic Optimization Unsupervised Video Summarization

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