Amir Averbuch

Amir Averbuch

Tel Aviv University

H-index: 51

Asia-Israel

About Amir Averbuch

Amir Averbuch, With an exceptional h-index of 51 and a recent h-index of 22 (since 2020), a distinguished researcher at Tel Aviv University,

His recent articles reflect a diverse array of research interests and contributions to the field:

Anomaly detection using dictionary based projection

TabADM: Unsupervised Tabular Anomaly Detection with Diffusion Models

Quasi-analytic directional wavelet packets: applications to image processing

Directional Wavelet Packets for Image Processing

Directional wavelet packets originating from polynomial splines

Analytic and directional wavelet packets in the space of periodic signals

Cross-boosting of WNNM image denoising method by directional wavelet packets

Imbalanced Classification via a Tabular Translation GAN

Amir Averbuch Information

University

Position

Professor of Computer Science

Citations(all)

10615

Citations(since 2020)

2423

Cited By

9862

hIndex(all)

51

hIndex(since 2020)

22

i10Index(all)

170

i10Index(since 2020)

62

Email

University Profile Page

Tel Aviv University

Google Scholar

View Google Scholar Profile

Top articles of Amir Averbuch

Title

Journal

Author(s)

Publication Date

Anomaly detection using dictionary based projection

2024/3/19

TabADM: Unsupervised Tabular Anomaly Detection with Diffusion Models

arXiv preprint arXiv:2307.12336

Guy Zamberg

Moshe Salhov

Ofir Lindenbaum

Amir Averbuch

2023/7/23

Quasi-analytic directional wavelet packets: applications to image processing

Amir Z Averbuch

Valery A Zheludev

2023/7/10

Directional Wavelet Packets for Image Processing

Amir Averbuch

Valery Zheludev

2023/7/8

Directional wavelet packets originating from polynomial splines

Advances in Computational Mathematics

Amir Averbuch

Pekka Neittaanmäki

Valery Zheludev

2023/4

Analytic and directional wavelet packets in the space of periodic signals

Applied and Computational Harmonic Analysis

Amir Averbuch

Pekka Neittaanmäki

Valery Zheludev

2023/11/1

Cross-boosting of WNNM image denoising method by directional wavelet packets

arXiv preprint arXiv:2206.04431

Amir Averbuch

Pekka Neittaanmäki

Valery Zheludev

Moshe Salhov

Jonathan Hauser

2022/6/9

Imbalanced Classification via a Tabular Translation GAN

arXiv preprint arXiv:2204.08683

Jonathan Gradstein

Moshe Salhov

Yoav Tulpan

Ofir Lindenbaum

Amir Averbuch

2022/4/19

Imbalanced Classification via Explicit Gradient Learning From Augmented Data

arXiv preprint arXiv:2202.10550

Bronislav Yasinnik

Moshe Salhov

Ofir Lindenbaum

Amir Averbuch

2022/2/21

Automated identification of transiting exoplanet candidates in NASA Transiting Exoplanets Survey Satellite (TESS) data with machine learning methods

New Astronomy

Leon Ofman

Amir Averbuch

Adi Shliselberg

Idan Benaun

David Segev

...

2022/2/1

An hybrid denoising algorithm based on directional wavelet packets

Multidimensional Systems and Signal Processing

Amir Averbuch

Pekka Neittaanmäki

Valery Zheludev

Moshe Salhov

Jonathan Hauser

2022/12

Image inpainting using directional wavelet packets originating from polynomial splines

Signal Processing: Image Communication

Amir Averbuch

Pekka Neittaanmäki

Valery Zheludev

Moshe Salhov

Jonathan Hauser

2021/9/1

Geometric component analysis and its applications to data analysis

Applied and Computational Harmonic Analysis

Amit Bermanis

Moshe Salhov

Amir Averbuch

2021/9/1

SHS-GAN: Synthetic enhancement of a natural hyperspectral database

IEEE Transactions on Computational Imaging

Jonathan Hauser

Gal Shtendel

Amit Zeligman

Amir Averbuch

Menachem Nathan

2021/5/12

L0-sparse canonical correlation analysis

Ofir Lindenbaum

Moshe Salhov

Amir Averbuch

Yuval Kluger

2021/10/6

System and method for detecting an undesirable event

2020/7/21

Multi-view diffusion maps

Information Fusion

Ofir Lindenbaum

Arie Yeredor

Moshe Salhov

Amir Averbuch

2020/3/1

System and method for anomaly detection in dynamically evolving data using hybrid decomposition

2020/10/20

Dual-camera snapshot spectral imaging with a pupil-domain optical diffuser and compressed sensing algorithms

Applied Optics

Jonathan Hauser

Michael A Golub

Amir Averbuch

Menachem Nathan

Valery A Zheludev

...

2020/2/1

Multi-view kernel consensus for data analysis

Applied and Computational Harmonic Analysis

Moshe Salhov

Ofir Lindenbaum

Yariv Aizenbud

Avi Silberschatz

Yoel Shkolnisky

...

2020/7/1

See List of Professors in Amir Averbuch University(Tel Aviv University)