Author

Deborah Pereg

Observed names: Pereg Deborah, Pereg, Deborah

Institutions: University of Applied Sciences and Arts of Southern Switzerland, Dalle Molle Institute for Artificial Intelligence Research, Massachusetts Institute of Technology

Observed institutions: Harvard University, University of Applied Sciences and Arts of Southern Switzerland, Technion – Israel Institute of Technology, Dalle Molle Institute for Artificial Intelligence Research, Azrieli College of Engineering Jerusalem, Massachusetts General Hospital, MIT Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology

ORCID: 0000-0002-2453-6577

Observed ORCID: 0000-0002-2453-6577

OpenAlex ID: A5027969908

Sparse seismic deconvolution via recurrent neural network

2020 · Deborah Pereg, Israel Cohen, et al. · Journal of Applied Geophysics · 19

Prestack time migration velocity analysis using recurrent neural networks

2020 · Deborah Pereg, Israel Cohen, et al. · Journal of Applied Geophysics · 11

Multichannel sparse spike inversion

2017 · Deborah Pereg, Israel Cohen, et al. · Journal of Geophysics and Engineering · 11

PDF

Seismic signal recovery based on Earth Q model

2017 · Deborah Pereg, Israel Cohen · Signal Processing · 10

Domain-Aware Few-Shot Learning for Optical Coherence Tomography Noise Reduction

2023 · Deborah Pereg · Journal of Imaging · 8

Convolutional Sparse Coding Fast Approximation With Application to Seismic Reflectivity Estimation

2021 · Deborah Pereg, Israel Cohen, et al. · IEEE Transactions on Geoscience and Remote Sensing · 8

PDF

Non-invasive estimation of the powder size distribution from a single speckle image

2024 · Qihang Zhang, Ajinkya Pandit, et al. · Light Science & Applications · 7

PDF

Information theoretic perspective on sample complexity

2023 · Deborah Pereg · Neural Networks · 7

Less is More: Rethinking Few-Shot Learning and Recurrent Neural Nets

2022 · Pereg, Deborah, Villiger, Martin, et al. · arXiv (Cornell University) · 6

PDF

Three-dimensional sparse seismic deconvolution based on earth Q model

2018 · Deborah Pereg, Israel Cohen, et al. · Signal Processing · 5

Back to basics: Fast denoising iterative algorithm

2024 · Deborah Pereg · Signal Processing · 3

PDF

Sparse Seismic Time-Variant Deconvolution Using Q Attenuation Model

2017 · Deborah Pereg, Israel Cohen, et al. · Second International Meeting for Applied Geoscience & Energy · 3

Blind deconvolution via maximum kurtosis adaptive filtering

2016 · Deborah Pereg, Doron Ben-Zvi · IEEE Convention of Electrical and Electronics Engineers in Israel · 3

Information Theoretic Perspective on Representation Learning

2026 · Pereg, Deborah, Wand, Michael · arXiv (Cornell University) · 1

PDF

Emergence of Phonetic Representations in EMG-based Silent Speech Interfaces

2026 · Guillaume Toussaint, Deborah Pereg, et al. · Interspeech (USB)

PDF

On inverse problems, parameter estimation, and domain generalization

2026 · Deborah Pereg · Digital Signal Processing

PDF

One-Shot Image Restoration

2025 · Deborah Pereg · Lecture notes in computer science

One-Shot Image Restoration

2024 · Pereg, Deborah · arXiv (Cornell University)

PDF

On the use of physics in machine learning for inspection and control of complex processes

2024 · George Barbastathis, Qihang Zhang, et al. · Computational Optical Imaging and Artificial Intelligence in Biomedical Sciences

One-Shot Image Restoration

2024 · Deborah Pereg · SSRN Electronic Journal

Three-dimensional sparse seismic deconvolution based on Q attenuation model

2018 · Deborah Pereg, Israel Cohen, et al. · Second International Meeting for Applied Geoscience & Energy

最大尖度適応フィルタリングによるブラインドデコンボリューション【Powered by NICT】

2016 · Pereg Deborah, Ben-Zvi Doron · IEEE Conference Proceedings

Blind Deconvolution via Maximum Kurtosis Adaptive Filtering

2013 · Pereg, Deborah, Benzvi, Doron · arXiv (Cornell University)

PDF

Works count: 23

Citation count: 102

H-index: 7

I10-index: 4