| 2025 | ICIP | Plug-and-Play Priors as a Score-Based Method. | Chicago Y. Park, Yuyang Hu, Michael T. McCann, Cristina Garcia-Cardona, Brendt Wohlberg, Ulugbek S. Kamilov |
| 2025 | ICIP | Blind Multi-Mode Ptychography using a Distributed Probe Estimate. | Qiuchen Zhai, Gregery T. Buzzard, Kevin Mertes, Brendt Wohlberg, Charles A. Bouman |
| 2021 | ACSSC | Projected Multi-Agent Consensus Equilibrium for Ptychographic Image Reconstruction. | Qiuchen Zhai, Brendt Wohlberg, Gregery T. Buzzard, Charles A. Bouman |
| 2021 | ICASSP | Stochastic Deep Unfolding for Imaging Inverse Problems. | Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov |
| 2021 | ICIP | Hyperspectral Neutron CT with Material Decomposition. | Thilo Balke, Alexander M. Long, Sven C. Vogel, Brendt Wohlberg, Charles A. Bouman |
| 2021 | ICLR | Async-RED: A Provably Convergent Asynchronous Block Parallel Stochastic Method using Deep Denoising Priors. | Yu Sun, Jiaming Liu, Yiran Sun, Brendt Wohlberg, Ulugbek Kamilov |
| 2020 | ACSSC | Boosting the Performance of Plug-and-Play Priors via Denoiser Scaling. | Xiaojian Xu, Jiaming Liu, Yu Sun, Brendt Wohlberg, Ulugbek S. Kamilov |
| 2020 | CVPR | Diagram Image Retrieval using Sketch-Based Deep Learning and Transfer Learning. | Manish Bhattarai, Diane Oyen, Juan Castorena, Liping Yang, Brendt Wohlberg |
| 2020 | SC | How Good Is Your Scientific Data Generative Model? | Yuxin Yang, Ben Gremillion, Xitong Zhang, Youzuo Lin, Brendt Wohlberg, Qiang Guan |
| 2019 | CVPR | A Novel Algorithm for Skeleton Extraction From Images Using Topological Graph Analysis. | Liping Yang, Diane Oyen, Brendt Wohlberg |
| 2019 | ICASSP | Regularized Fourier Ptychography Using an Online Plug-and-play Algorithm. | Yu Sun, Shiqi Xu, Yunzhe Li, Lei Tian, Brendt Wohlberg, Ulugbek S. Kamilov |
| 2019 | ICASSP | Convolutional Dictionary Regularizers for Tomographic Inversion. | S. V. Venkatakrishnan, Brendt Wohlberg |
| 2018 | ACSSC | Convolutional Dictionary Learning for Multi-Channel Signals. | Cristina Garcia-Cardona, Brendt Wohlberg |
| 2018 | ICASSP | Fast Projection onto the 𝓁 | Gustavo Chau, Brendt Wohlberg, Paul Rodrguez |
| 2018 | ICASSP | Separable Dictionary Learning for Convolutional Sparse Coding via Split Updates. | Jorge Quesada, Paul Rodrguez, Brendt Wohlberg |
| 2018 | ICASSP | Convolutional Sparse Representations with Gradient Penalties. | Brendt Wohlberg |
| 2017 | ICASSP | Fast convolutional sparse coding with separable filters. | Gustavo Silva, Jorge Quesada, Paul Rodrguez, Brendt Wohlberg |
| 2017 | ICIP | Subproblem coupling in convolutional dictionary learning. | Cristina Garcia-Cardona, Brendt Wohlberg |
| 2017 | ICIP | ADMM penalty parameter selection with krylov subspace recycling technique for sparse coding. | Youzuo Lin, Brendt Wohlberg, Velimir V. Vesselinov |
| 2017 | ICIP | Online convolutional dictionary learning. | Jialin Liu, Cristina Garcia-Cardona, Brendt Wohlberg, Wotao Yin |
| 2016 | ICASSP | Pansharpening via coupled triple factorization dictionary learning. | Erik Skau, Brendt Wohlberg, Hamid Krim, Liyi Dai |
| 2016 | ICIP | Scale-invariant anomaly detection with multiscale group-sparse models. | Diego Carrera, Giacomo Boracchi, Alessandro Foi, Brendt Wohlberg |
| 2016 | ICIP | Boundary handling for convolutional sparse representations. | Brendt Wohlberg |
| 2015 | ICASSP | Informed monaural source separation of music based on convolutional sparse coding. | Ping-Keng Jao, Yi-Hsuan Yang, Brendt Wohlberg |
| 2015 | ICIP | Translational and rotational jitter invariant incremental principal component pursuit for video background modeling. | Paul Rodrguez, Brendt Wohlberg |
| 2015 | IJCNN | Detecting anomalous structures by convolutional sparse models. | Diego Carrera, Giacomo Boracchi, Alessandro Foi, Brendt Wohlberg |
| 2014 | ICASSP | Change detection in streams of signals with sparse representations. | Cesare Alippi, Giacomo Boracchi, Brendt Wohlberg |
| 2014 | ICASSP | Task-driven dictionary learning for inpainting. | Huiyi Hu, Brendt Wohlberg, Rick Chartrand |
| 2014 | ICASSP | Efficient convolutional sparse coding. | Brendt Wohlberg |
| 2014 | ICIP | Video background modeling under impulse noise. | Paul Rodrguez, Brendt Wohlberg |
| 2014 | ICIP | Performance comparison of iterative reweighting methods for total variation regularization. | Paul Rodrguez, Brendt Wohlberg |
| 2014 | ICIP | A Matlab implementation of a fast incremental principal component pursuit algorithm for Video Background Modeling. | Paul Rodrguez, Brendt Wohlberg |
| 2014 | ICIP | Endogenous convolutional sparse representations for translation invariant image subspace models. | Brendt Wohlberg |
| 2014 | IES | Novelty detection in images by sparse representations. | Giacomo Boracchi, Diego Carrera, Brendt Wohlberg |
| 2013 | ICASSP | A nonconvex ADMM algorithm for group sparsity with sparse groups. | Rick Chartrand, Brendt Wohlberg |
| 2013 | ICIP | Fast principal component pursuit via alternating minimization. | Paul Rodrguez, Brendt Wohlberg |
| 2012 | ICASSP | MIxed gaussian-impulse noise image restoration via total variation. | Paul Rodrguez, Renn Rojas, Brendt Wohlberg |
| 2012 | ICASSP | Local principal component pursuit for nonlinear datasets. | Brendt Wohlberg, Rick Chartrand, James Theiler |
| 2012 | ICIP | A comparison of the computational performance of Iteratively Reweighted Least Squares and alternating minimization algorithms for ℓ1 inverse problems. | Paul Rodrguez, Brendt Wohlberg |
| 2010 | ICASSP | Total-variation regularization with bound constraints. | Rick Chartrand, Brendt Wohlberg |
| 2009 | ICASSP | Inpainting with sparse linear combinations of exemplars. | Brendt Wohlberg |
| 2009 | ICASSP | AN | Brendt Wohlberg, Paul Rodrguez |
| 2009 | ICIP | A generalized vector-valued total variation algorithm. | Paul Rodrguez, Brendt Wohlberg |
| 2003 | VCIP | Resolution scalability for arbitrary wavelet transforms in the JPEG-2000 standard. | Christopher M. Brislawn, Brendt Wohlberg, Allon G. Percus |
| 2003 | VCIP | Reversible integer-to-integer transforms and symmetric extension of even-length filter banks. | Brendt Wohlberg, Christopher M. Brislawn |