Kiryung Lee

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 44

Top Topics

Blind Deconvolution

Top Venues

IEEE Trans. Inf. Theory

IEEE Trans. Signal Process.

Publications

Seonho Kim, Kiryung Lee
Max-Affine Regression via First-Order Methods. SIAM J. Math. Data Sci. 6 (2) (2024)
Seonho Kim, Sohail Bahmani, Kiryung Lee
Max-Linear Regression by Convex Programming. IEEE Trans. Inf. Theory 70 (3) (2024)
Meghna Kalra, Kiryung Lee
Stable Estimation of Pulses of Unknown Shape From Multiple Snapshots via ESPRIT. IEEE Trans. Signal Process. 72 (2024)
Seonho Kim, Kiryung Lee
Sequence of Linear Program for Robust Phase Retrieval. ICASSP (2024)
Seonho Kim, Kiryung Lee
Max-affine regression via first-order methods. CoRR (2023)
Kiryung Lee, Dominik Stöger
Randomly Initialized Alternating Least Squares: Fast Convergence for Matrix Sensing. SIAM J. Math. Data Sci. 5 (3) (2023)
Seonho Kim, Kiryung Lee
Fast max-affine regression via stochastic gradient descent. Allerton (2023)
Rakshith Sharma Srinivasa, Seonho Kim, Kiryung Lee
Sketching Low-Rank Matrices With a Shared Column Space by Convex Programming. IEEE J. Sel. Areas Inf. Theory 4 (2023)
Kiryung Lee, Dominik Stöger
Randomly Initialized Alternating Least Squares: Fast Convergence for Matrix Sensing. CoRR (2022)
Meghna Kalra, Yoram Bresler, Kiryung Lee
Identification of Pulse Streams Of Unknown Shape From Time Encoding Machine Samples. ICASSP (2022)
Seonho Kim, Sohail Bahmani, Kiryung Lee
Max-Linear Regression by Scalable and Guaranteed Convex Programming. CoRR (2021)
Sohail Bahmani, Kiryung Lee
Low-Rank Matrix Estimation from Rank-One Projections by Unlifted Convex Optimization. SIAM J. Matrix Anal. Appl. 42 (3) (2021)
Satish Mulleti, Kiryung Lee, Yonina C. Eldar
Sub-NYQUIST Multichannel Blind Deconvolution. ICASSP (2021)
Satish Mulleti, Kiryung Lee, Yonina C. Eldar
Identifiability Conditions for Compressive Multichannel Blind Deconvolution. CoRR (2020)
Satish Mulleti, Kiryung Lee, Yonina C. Eldar
Identifiability Conditions for Compressive Multichannel Blind Deconvolution. IEEE Trans. Signal Process. 68 (2020)
Shen Zhao, Lee C. Potter, Kiryung Lee, Rizwan Ahmad
Convolutional Framework for Accelerated Magnetic Resonance Imaging. ISBI (2020)
Sohail Bahmani, Kiryung Lee
Low-Rank Matrix Estimation From Rank-One Projections by Unlifted Convex Optimization. CoRR (2020)
Kiryung Lee, Sohail Bahmani, Yonina C. Eldar, Justin Romberg
Phase Retrieval of Low-Rank Matrices by Anchored Regression. CoRR (2019)
Yanjun Li, Kiryung Lee, Yoram Bresler
Blind Gain and Phase Calibration via Sparse Spectral Methods. IEEE Trans. Inf. Theory 65 (5) (2019)
Rakshith Sharma Srinivasa, Kiryung Lee, Marius Junge, Justin Romberg
Decentralized sketching of low rank matrices. NeurIPS (2019)
Kiryung Lee, Yihong Wu, Yoram Bresler
Near-Optimal Compressed Sensing of a Class of Sparse Low-Rank Matrices Via Sparse Power Factorization. IEEE Trans. Inf. Theory 64 (3) (2018)
Kiryung Lee, Felix Krahmer, Justin Romberg
Spectral Methods for Passive Imaging: Nonasymptotic Performance and Robustness. SIAM J. Imaging Sci. 11 (3) (2018)
Kiryung Lee, Yanjun Li, Kyong Hwan Jin, Jong Chul Ye
Unified Theory for Recovery of Sparse Signals in a General Transform Domain. IEEE Trans. Inf. Theory 64 (8) (2018)
Kiryung Lee, Ning Tian, Justin Romberg
Fast and Guaranteed Blind Multichannel Deconvolution Under a Bilinear System Model. IEEE Trans. Inf. Theory 64 (7) (2018)
Kiryung Lee, Ning Tian, Justin Romberg
Performance guarantees of spectral methods for passive sensing of multiple channels. DSP (2017)
Kiryung Lee, Yanjun Li, Marius Junge, Yoram Bresler
Blind Recovery of Sparse Signals From Subsampled Convolution. IEEE Trans. Inf. Theory 63 (2) (2017)
Yanjun Li, Kiryung Lee, Yoram Bresler
Blind Gain and Phase Calibration via Sparse Spectral Methods. CoRR (2017)
Jong Chul Ye, Jongmin Kim, Kyong Hwan Jin, Kiryung Lee
Compressive Sampling Using Annihilating Filter-Based Low-Rank Interpolation. IEEE Trans. Inf. Theory 63 (2) (2017)
Yanjun Li, Kiryung Lee, Yoram Bresler
Identifiability in Bilinear Inverse Problems With Applications to Subspace or Sparsity-Constrained Blind Gain and Phase Calibration. IEEE Trans. Inf. Theory 63 (2) (2017)
Kiryung Lee, Felix Krahmer, Justin Romberg
Spectral Methods for Passive Imaging: Non-asymptotic Performance and Robustness. CoRR (2017)
Yanjun Li, Kiryung Lee, Yoram Bresler
Identifiability and Stability in Blind Deconvolution Under Minimal Assumptions. IEEE Trans. Inf. Theory 63 (7) (2017)
Yanjun Li, Kiryung Lee, Yoram Bresler
Optimal Sample Complexity for Stable Matrix Recovery. CoRR (2016)
Kiryung Lee, Yanjun Li, Kyong Hwan Jin, Jong Chul Ye
Unified Theory for Recovery of Sparse Signals in a General Transform Domain. CoRR (2016)
Varun Badrinath Krishna, Kiryung Lee, Gabriel A. Weaver, Ravishankar K. Iyer, William H. Sanders
F-DETA: A Framework for Detecting Electricity Theft Attacks in Smart Grids. DSN (2016)
Yanjun Li, Kiryung Lee, Yoram Bresler
Optimal Sample Complexity for Blind Gain and Phase Calibration. IEEE Trans. Signal Process. 64 (21) (2016)
Yanjun Li, Kiryung Lee, Yoram Bresler
Optimal sample complexity for stable matrix recovery. ISIT (2016)
Yanjun Li, Kiryung Lee, Yoram Bresler
Identifiability in Blind Deconvolution With Subspace or Sparsity Constraints. IEEE Trans. Inf. Theory 62 (7) (2016)
Yanjun Li, Kiryung Lee, Yoram Bresler
Optimal Sample Complexity for Blind Gain and Phase Calibration. CoRR (2015)
Yanjun Li, Kiryung Lee, Yoram Bresler
Identifiability in Blind Deconvolution under Minimal Assumptions. CoRR (2015)
Yanjun Li, Kiryung Lee, Yoram Bresler
Identifiability in Blind Deconvolution with Subspace or Sparsity Constraints. CoRR (2015)
Kiryung Lee, Yanjun Li, Marius Junge, Yoram Bresler
Blind Recovery of Sparse Signals from Subsampled Convolution. CoRR (2015)
Yanjun Li, Kiryung Lee, Yoram Bresler
A Unified Framework for Identifiability Analysis in Bilinear Inverse Problems with Applications to Subspace and Sparsity Models. CoRR (2015)
Kiryung Lee, Marius Junge
RIP-like Properties in Subsampled Blind Deconvolution. CoRR (2015)
Jong Chul Ye, Jongmin Kim, Kyong Hwan Jin, Kiryung Lee
Compressive Sampling using Annihilating Filter-based Low-Rank Interpolation. CoRR (2015)
Kiryung Lee, Yihong Wu, Yoram Bresler
Near Optimal Compressed Sensing of Sparse Rank-One Matrices via Sparse Power Factorization. CoRR (2013)
Kiryung Lee, Yoram Bresler, Marius Junge
Oblique Pursuits for Compressed Sensing. IEEE Trans. Inf. Theory 59 (9) (2013)
Kiryung Lee, Yoram Bresler
Corrections to "ADMiRA: Atomic Decomposition for Minimum Rank Approximation". IEEE Trans. Inf. Theory 59 (7) (2013)
Kiryung Lee, Yoram Bresler, Marius Junge
Oblique pursuits for compressed sensing with random anisotropic measurements. ISIT (2013)
Kiryung Lee, Yoram Bresler, Marius Junge
Subspace Methods for Joint Sparse Recovery. IEEE Trans. Inf. Theory 58 (6) (2012)
Kiryung Lee, Yoram Bresler, Marius Junge
Oblique Pursuits for Compressed Sensing CoRR (2012)
Kiryung Lee, Yoram Bresler
iMUSIC: Iterative MUSIC Algorithm for Joint Sparse Recovery with Any Rank CoRR (2010)
Kiryung Lee, Yoram Bresler
ADMiRA: atomic decomposition for minimum rank approximation. IEEE Trans. Inf. Theory 56 (9) (2010)
Kiryung Lee, Yoram Bresler
Efficient and Guaranteed Rank Minimization by Atomic Decomposition CoRR (2009)
Yoram Bresler, Kiryung Lee
Efficient and guaranteed rank minimization by atomic decomposition. ISIT (2009)
Kiryung Lee, Yoram Bresler
Guaranteed Minimum Rank Approximation from Linear Observations by Nuclear Norm Minimization with an Ellipsoidal Constraint CoRR (2009)
Kiryung Lee, Yoram Bresler
ADMiRA: Atomic Decomposition for Minimum Rank Approximation CoRR (2009)
Dong Sik Kim, Kiryung Lee
Block-Coordinate Gauss-Newton Optimization and Constrained Monotone Regression for Image Registration in the Presence of Outlier Objects. IEEE Trans. Image Process. 17 (5) (2008)
Kiryung Lee, Yoram Bresler
Computing performance guarantees for compressed sensing. ICASSP (2008)
Dong Sik Kim, Kiryung Lee
Block-Coordinate Gauss-Newton/regression Method for Image Registration with Efficient Outlier Detection. ICIP (1) (2007)
Dong Sik Kim, Su Yeon Lee, Kiryung Lee
Joint Optimization of Image Registration and Comparametric Exposure Compensation Based on the Lucas-Kanade Algorithm. ICPR (3) (2006)
Dong Sik Kim, Kiryung Lee, Kyung Eun Lee, Sung-Sik Han
Joint Optimization of Spatial Registration and Histogram Compensation for Microscopic Images. EMBC (2006)
Dong Sik Kim, Su Yeon Lee, Kiryung Lee
Empirical Conditional Mean: Nonparametric Estimator for Comparametric Exposure Compensation. ICASSP (2) (2006)
Kiryung Lee, Dong Sik Kim, Taejeong Kim
Regression-based prediction for blocking artifact reduction in JPEG-compressed images. IEEE Trans. Image Process. 14 (1) (2005)
Tae-Young Kim, Hyuk Choi, Kiryung Lee, Taejeong Kim
An asymmetric watermarking system with many embedding watermarks corresponding to one detection watermark. IEEE Signal Process. Lett. 11 (3) (2004)
Hyuk Choi, Kiryung Lee, Taejeong Kim
Transformed-key asymmetric watermarking system. IEEE Signal Process. Lett. 11 (2) (2004)
Kiryung Lee, Dong Sik Kim, Taejeong Kim, Kyung-Ae Moon
EM Estimation of Scale Factor for Quantization-Based Audio Watermarking. IWDW (2003)
Kiryung Lee, Dong Sik Kim, Kyung-Ae Moon
Amplitude-modification resilient watermarking based on A-law companding. ICIP (2) (2003)
Tae-Young Kim, Taejeong Kim, Kiryung Lee
Generation of embedding watermark signals from reference watermark of the detector. ISCAS (4) (2003)
Dong Sik Kim, Kiryung Lee
Training sequence size in clustering algorithms and averaging single-particle images. ICIP (2) (2003)
Kiryung Lee, Dong Sik Kim, Taejeong Kim
A new postprocessing algorithm based on regression functions. ICASSP (2002)
Hyuk Choi, Kiryung Lee, Taejeong Kim
Transformed-key asymmetric watermarking system. Security and Watermarking of Multimedia Contents (2001)