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Pouya D. Tafti
Pouya D. Tafti
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Gemini: a family of highly capable multimodal models
G Team, R Anil, S Borgeaud, JB Alayrac, J Yu, R Soricut, J Schalkwyk, ...
arXiv preprint arXiv:2312.11805, 2023
22492023
Gemma: Open models based on gemini research and technology
G Team, T Mesnard, C Hardin, R Dadashi, S Bhupatiraju, S Pathak, ...
arXiv preprint arXiv:2403.08295, 2024
7482024
Gemma 2: Improving open language models at a practical size
G Team, M Riviere, S Pathak, PG Sessa, C Hardin, S Bhupatiraju, ...
arXiv preprint arXiv:2408.00118, 2024
2082024
An introduction to sparse stochastic processes
M Unser, PD Tafti
Cambridge University Press, 2014
1732014
A unified formulation of Gaussian versus sparse stochastic processes—Part I: Continuous-domain theory
M Unser, PD Tafti, Q Sun
IEEE Transactions on Information Theory 60 (3), 1945-1962, 2014
732014
Stochastic models for sparse and piecewise-smooth signals
M Unser, PD Tafti
IEEE Transactions on Signal Processing 59 (3), 989-1006, 2010
672010
A unified formulation of Gaussian versus sparse stochastic processes—Part II: Discrete-domain theory
M Unser, PD Tafti, A Amini, H Kirshner
Ieee transactions on information theory 60 (5), 3036-3051, 2014
512014
Charline Le Lan, Christopher A
G Team, T Mesnard, C Hardin, R Dadashi, S Bhupatiraju, S Pathak, ...
392024
Invariances, Laplacian-like wavelet bases, and the whitening of fractal processes
PD Tafti, D Van De Ville, M Unser
IEEE Transactions on Image Processing 18 (4), 689-702, 2009
332009
On regularized reconstruction of vector fields
PD Tafti, M Unser
IEEE Transactions on Image Processing 20 (11), 3163-3178, 2011
262011
Variational enhancement and denoising of flow field images
PD Tafti, R Delgado-Gonzalo, AF Stalder, M Unser
2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro …, 2011
212011
Fractional Brownian vector fields
PD Tafti, M Unser
Multiscale modeling & simulation 8 (5), 1645-1670, 2010
192010
Spatio-temporal regularization of flow-fields
E Bostan, O Vardoulis, D Piccini, PD Tafti, N Stergiopulos, M Unser
2013 IEEE 10th International Symposium on Biomedical Imaging, 836-839, 2013
132013
On interpolation and resampling of discrete data
PD Tafti, S Shirani, X Wu
IEEE Signal Processing Letters 13 (12), 733-736, 2006
112006
Innovation modelling and wavelet analysis of fractal processes in bio-imaging
PD Tafti, D Van De Ville, M Unser
2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to …, 2008
92008
A dual algorithm for L1-regularized reconstruction of vector fields
E Bostan, PD Tafti, M Unser
2012 9th IEEE International Symposium on Biomedical Imaging (ISBI), 1579-1582, 2012
82012
Fractal modelling and analysis of flow-field images
PD Tafti, R Delgado-Gonzalo, AF Stalder, M Unser
2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro …, 2010
72010
RecurrentGemma: Moving Past Transformers for Efficient Open Language Models
A Botev, S De, SL Smith, A Fernando, GC Muraru, R Haroun, L Berrada, ...
arXiv preprint arXiv:2404.07839, 2024
62024
Self-similar random vector fields and their wavelet analysis
PD Tafti, M Unser
Wavelets XIII 7446, 298-305, 2009
62009
Multi-dimensional average-interpolating refinement on arbitrary lattices
PD Tafti, S Shirani, X Wu
Proceedings.(ICASSP'05). IEEE International Conference on Acoustics, Speech …, 2005
32005
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