David Wipf
Impact in
- Signal Processing top 0.2%
- Blind Source Separation Techniques
- Direction-of-Arrival Estimation Techniques
- Speech and Audio Processing
- Computational Mechanics top 0.5%
- Sparse and Compressive Sensing Techniques
Papers in
-
- Sparse and Compressive Sensing Techniques 36
-
- Advanced Image Processing Techniques 10
- Image and Signal Denoising Methods 7
- Generative Adversarial Networks and Image Synthesis 6
- Advanced Vision and Imaging 6
- Co-authors
- Bhaskar D. Rao (12 shared papers)Srikantan S. Nagarajan (15 shared papers)Haichao Zhang (5 shared papers)Jiaolong Yang (4 shared papers)Mohan M. Trivedi (2 shared papers)J.C. McCall (2 shared papers)Qingnan Fan (3 shared papers)Baoquan Chen (3 shared papers)
- Journals
- IEEE Transactions on Pattern Analysis and Machine Intelligence (5 papers)IEEE Transactions on Signal Processing (5 papers)NeuroImage (3 papers)IEEE Journal of Selected Topics in Signal Processing (2 papers)ACM Transactions on Graphics (2 papers)
- Partner nations
- United StatesChinaUnited Kingdom
In The Last Decade
David Wipf
87 papers receiving 5.4k citations
David Wipf's Hit Papers
Peers
Comparison fields: 5 of 140
- Signal Processing 1.9k
- Computational Mechanics 1.9k
- Computer Vision and Pattern Recognition 1.8k
- Computer Graphics and Computer-Aided Design 196
- Media Technology 441
Countries citing papers authored by David Wipf
This map shows the geographic impact of David Wipf's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by David Wipf with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites David Wipf more than expected).
Fields of papers citing papers by David Wipf
This network shows the impact of papers produced by David Wipf. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by David Wipf. The network helps show where David Wipf may publish in the future.
Co-authors
The 25 scholars most cited alongside David Wipf, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 90 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Sparse Bayesian Learning for Basis Selection Hit paper breakdown → | 2004 | 1179 |
| 2 | An Empirical Bayesian Strategy for Solving the Simultaneous Sparse Approximation Problem Hit paper breakdown → | 2007 | 693 |
| 3 | 2010 | 367 | |
| 4 | 2008 | 266 | |
| 5 | 2011 | 227 | |
| 6 | 2007 | 223 | |
| 7 | 2017 | 219 | |
| 8 | A New View of Automatic Relevance Determination | 2007 | 217 |
| 9 | 2009 | 171 | |
| 10 | 2013 | 160 | |
| 11 | 2013 | 123 | |
| 12 | 2015 | 122 | |
| 13 | Variational EM Algorithms for Non-Gaussian Latent Variable Models | 2005 | 119 |
| 14 | 2012 | 117 | |
| 15 | 2018 | 111 | |
| 16 | 2013 | 79 | |
| 17 | Perspectives on Sparse Bayesian Learning | 2003 | 78 |
| 18 | 2011 | 65 | |
| 19 | 2006 | 57 | |
| 20 | 2000 | 53 |
About David Wipf
David Wipf is a scholar working on Computational Mechanics, Computer Vision and Pattern Recognition, Signal Processing, Artificial Intelligence and Cognitive Neuroscience, having authored 90 papers that have together received 5.6k indexed citations. Recurring topics across this work include Sparse and Compressive Sensing Techniques (36 papers), Blind Source Separation Techniques (25 papers), Advanced Image Processing Techniques (10 papers), Gaussian Processes and Bayesian Inference (9 papers), Neural dynamics and brain function (8 papers), Image and Signal Denoising Methods (7 papers), Generative Adversarial Networks and Image Synthesis (6 papers) and Advanced Vision and Imaging (6 papers). The work is most often cited by research in Signal Processing (1.9k citations), Computational Mechanics (1.9k citations), Computer Vision and Pattern Recognition (1.8k citations), Computer Graphics and Computer-Aided Design (196 citations) and Media Technology (441 citations). David Wipf has collaborated with scholars based in United States, China and United Kingdom. Frequent co-authors include Bhaskar D. Rao, Srikantan S. Nagarajan, Haichao Zhang, Jiaolong Yang, Mohan M. Trivedi, J.C. McCall, Qingnan Fan, Baoquan Chen, Jason Palmer and Yanning Zhang. Their work appears in journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Signal Processing, NeuroImage, IEEE Journal of Selected Topics in Signal Processing and ACM Transactions on Graphics.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.