| 2017 | ICASSP | Fast orthogonal approximations of sampled sinusoids and bandlimited signals. | Zhihui Zhu, Santhosh Karnik, Michael B. Wakin, Mark A. Davenport, Justin K. Romberg |
| 2015 | ACSSC | Convex cardinal shape composition and object recognition in computer vision. | Alireza Aghasi, Justin K. Romberg |
| 2014 | ICASSP | Iterative soft-thresholding for time-varying signal recovery. | Aurele Balavoine, Christopher J. Rozell, Justin K. Romberg |
| 2014 | ICASSP | Robust off-grid recovery from compressed measurements. | Xinyue Shen, Justin K. Romberg, Yuantao Gu |
| 2014 | SIGMETRICS | Error estimating codes for insertion and deletion channels. | Jiwei Huang, Sen Yang, Ashwin Lall, Justin K. Romberg, Jun (Jim) Xu, Chuang Lin |
| 2013 | ACSSC | Low-complexity video compression and compressive sensing. | M. Salman Asif, Felix Fernandes, Justin K. Romberg |
| 2013 | ICASSP | Poutine: A correlation estimator for ergodic stationary signals. | Han Lun Yap, Aurele Balavoine, William Mantzel, Ning Tian, Darryl Sale, Alireza Aghasi, Justin K. Romberg |
| 2013 | IJCNN | Convergence of a neural network for sparse approximation using the nonsmooth Łojasiewicz inequality. | Aurele Balavoine, Christopher J. Rozell, Justin K. Romberg |
| 2012 | ACSSC | Compressive multiplexers for correlated signals. | Ali Ahmed, Justin K. Romberg |
| 2012 | ACSSC | Compressive ladar detector noise performance. | Darryl Sale, Christopher J. Rozell, Justin K. Romberg, Aaron D. Lanterman |
| 2012 | ICIP | Image deconvolution via superfast inversion of a class of two-level Toeplitz matrices. | Christopher K. Turnes, Doru Balcan, Justin K. Romberg |
| 2011 | ACSSC | Compressive sampling of correlated signals. | Ali Ahmed, Justin K. Romberg |
| 2011 | CISS | Sparsity penalties in dynamical system estimation. | Adam S. Charles, Muhammad Salman Asif, Justin K. Romberg, Christopher J. Rozell |
| 2011 | ICASSP | Estimation and dynamic updating of time-varying signals with sparse variations. | Muhammad Salman Asif, Adam S. Charles, Justin K. Romberg, Christopher J. Rozell |
| 2010 | CISS | On the LASSO and Dantzig selector equivalence. | Muhammad Salman Asif, Justin K. Romberg |
| 2010 | ICIP | Functional vanishing point estimation via a filtered-Radon operator. | William Mantzel, Justin K. Romberg |
| 2010 | ICIP | Spiral FFT: An efficient method for 3-D FFTS on spiral MRI contours. | Christopher K. Turnes, Justin K. Romberg |
| 2009 | CISS | Dynamic updating for sparse time varying signals. | Muhammad Salman Asif, Justin K. Romberg |
| 2008 | CISS | The Dantzig selector and generalized thresholding. | Justin K. Romberg |
| 2008 | ICASSP | Compressive sensing of parameterized shapes in images. | Ali Cafer Grbz, James H. McClellan, Justin K. Romberg, Waymond R. Scott |
| 2008 | ICASSP | Compressive sensing on a CMOS separable transform image sensor. | Ryan W. Robucci, Leung Kin Chiu, Jordan D. Gray, Justin K. Romberg, Paul E. Hasler, David V. Anderson |
| 2008 | ICIP | Capturing light field textures for video coding. | William Mantzel, Justin K. Romberg |
| 2006 | CISS | Sparse Signal Recovery via l1 Minimization. | Justin K. Romberg |
| 2006 | DCC | Encoding the \ell_p Ball from Limited Measurements. | Emmanuel J. Cands, Justin K. Romberg |
| 2006 | ICIP | Robust Signal Recovery from Incomplete Observations. | Emmanuel J. Cands, Justin K. Romberg |
| 2003 | ICIP | Approximation and compression of piecewise smooth images using a wavelet/wedgelet geometric model. | Justin K. Romberg, Michael B. Wakin, Richard G. Baraniuk |
| 2003 | VCIP | Multiscale geometric image processing. | Justin K. Romberg, Michael B. Wakin, Richard G. Baraniuk |
| 2002 | DCC | Image Compression using an Efficient Edge Cartoon + Texture Model. | Michael B. Wakin, Justin K. Romberg, Hyeokho Choi, Richard G. Baraniuk |
| 2002 | ICIP | Multiscale wedgelet image analysis: fast decompositions and modeling. | Justin K. Romberg, Michael B. Wakin, Richard G. Baraniuk |
| 2002 | ICIP | Rate-distortion optimized image compression using wedgelets. | Justin K. Romberg, Michael B. Wakin, Hyeokho Choi, Richard G. Baraniuk |
| 2001 | ICIP | Multiscale edge grammars for complex wavelet transforms. | Justin K. Romberg, Hyeokho Choi, Richard G. Baraniuk |
| 2000 | ICASSP | Hidden Markov tree modeling of complex wavelet transforms. | Hyeokho Choi, Justin K. Romberg, Richard G. Baraniuk, Nick G. Kingsbury |
| 2000 | ICIP | Multiscale Classification Using Complex Wavelets and Hidden Markov Tree Models. | Justin K. Romberg, Hyeokho Choi, Richard G. Baraniuk, Nick G. Kingsbury |
| 1999 | ICIP | Bayesian Wavelet-Domain Image Modeling Using Hidden Markov Trees. | Justin K. Romberg, Hyeokho Choi, Richard G. Baraniuk |