Blind Deconvolution via Maximum Kurtosis Adaptive Filtering. - Deborah Pereg; Doron Benzvi (CoRR, 2013)

Seismic signal recovery based on Earth Q model. - Deborah Pereg; Israel Cohen (Signal Process., 2017)

Three-dimensional sparse seismic deconvolution based on earth Q model. - Deborah Pereg; Israel Cohen; Anthony A. Vassiliou (Signal Process., 2019)

Less is More: Rethinking Few-Shot Learning and Recurrent Neural Nets. - Deborah Pereg; Martin Villiger; Brett E. Bouma; Polina Golland (CoRR, 2022)

Convolutional Sparse Coding Fast Approximation With Application to Seismic Reflectivity Estimation. - Deborah Pereg; Israel Cohen; Anthony A. Vassiliou (IEEE Trans. Geosci. Remote. Sens., 2022)

Domain-Aware Few-Shot Learning for Optical Coherence Tomography Noise Reduction. - Deborah Pereg (J. Imaging, 2023)

Information theoretic perspective on sample complexity. - Deborah Pereg (Neural Networks, 2023)

One-Shot Image Restoration. - Deborah Pereg (ECCV Workshops (22), 2024)

Back to basics: Fast denoising iterative algorithm. - Deborah Pereg (Signal Process., 2024)

On Inverse Problems, Parameter Estimation, and Domain Generalization. - Deborah Pereg (CoRR, 2025)