Here are the posters of the SMALL 2011 workshop meeting on Sparse Dictionary Learning I mentioned earlier:
- Andrew Thompson and Coralia Cartis - A new recovery analysis of Iterative Hard Thresholding
- Felix Krahmer and Rachel Ward - New and improved Johnson-Lindenstrauss embeddings via the Restricted Isometry Property
- Mohammad Golbabaei, Simon Arberet, Pierre Vandergheynst - Distributed Compressed Sensing of Hyperspectral images via Blind Source Separation
- Daniele Barchiesi and Mark Plumbley - Dictionary Learning of Convolved Signals
- Ivan Damnjanovic and Mark D. Plumbley - Sparse Representations and Dictionary Learning Evaluation Framework – SMALLbox
- Michael E. Davies, Michael Elad, Raja Giryes, Rémi Gribonval, and Sangnam Nam - Cosparse Analysis Modeling
- SMALL Project Poster
- Amir ADLER, Valentin EMIYA, Maria JAFARI, Michael ELAD, Rémi GRIBONVAL, Mark PLUMBLEY - Audio inpainting: problem statement, relation with sparse representations and some experiments
And the videos of the talks mentioned earlier:
- Mark Plumbley - Workshop Opening
- Francis Bach - Structured sparsity-inducing norms through submodular functions
- Mike Davies - Rank aware algorithms for joint sparse recovery
- Holger Rauhut - Copressive sensing and structured random matrices
- Pierre Vandergheynst - Transductive learning with spectral graph wavelets
- Karin Schnass - Dictionary identification - Sparse matrix-factorization via L1-minimization
- John Wright - Dictionary learning via L1-minimization: well-posedness and correct recovery
- Michael Elad - Exploiting statistical dependencies in sparse representations
- Kjersti Engan - Dictionary learning by RLA-DLA with applications
- Panel Discussion
Image Credit: NASA/JPL/Space Science Institute. N00167056.jpg was taken on January 15, 2011 and received on Earth January 17, 2011. The camera was pointing toward ANTHE, and the image was taken using the CL1 and CL2 filters.
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