Biomedical Imaging Group

Multivariate Haar wavelets and B-splines13 Aug 2019

Tanya Zaitseva

Deep Learning for Magnetic Resonance Image Reconstruction and Analysis06 Aug 2019

Chen Qin

The Interpolation Problem with TV(2) Regularization30 Jul 2019

Thomas Debarre

Duality and Unicity for the gTV problem.23 Jul 2019

Quentin Denoyelle

An Introduction to Convolutional Neural Networks for Inverse Problems in Imaging09 Jul 2019

Harshit Gupta

Multiple Kernel Regression with Sparsity Constraints18 Jun 2019

Shayan Aziznejad

Optimal Spline Generators for Derivative Sampling18 Jun 2019

Shayan Aziznejad

Total variation minimization through Domain Decomposition28 May 2019

Vasiliki Stergiopoulou

Cell detection by functional inverse diffusion and non-negative group sparsity07 May 2019

Pol del Aguila Pla
KTH Royal Institute of Technology, Division of Information Science and Engineering, School of Electrical Engineering and Computer Science

Can neural networks always be trained? On the boundaries of deep learning06 May 2019

Matt J. Colbrook
Department of Applied Mathematics and Theoretical Physics (DAMTP), University of Cambridge

Measure Digital, Reconstruct Analog16 Apr 2019

Julien Fageot
Harvard Harvard John A. Paulson School of Engineering and Applied Sciences

Deep Learning for Non-Linear Inverse Problems02 Apr 2019

Fangshu Yang

Numerical Investigation of Continuous-Domain Lp-norm Regularization in Generalized Interpolation19 Feb 2019

Pakshal Bohra

Inner-Loop-Free ADMM for Cryo-EM15 Jan 2019

Laurène Donati

Fast PET reconstruction: the home stretch11 Dec 2018

Michael McCann

Self-Supervised Deep Active Accelerated MRI27 Nov 2018

Kyong Hwan Jin
EPFL STI LIB

Minimum Support Multi-Splines20 Nov 2018

Shayan Aziznejad
EPFL STI LIB

Sparse Coding with Projected Gradient Descent for Inverse Problems 23 Oct 2018

Thanh-an Pham
EPFL STI LIB

Adversarially-Sandwiched VAEs for Inverse Problems02 Oct 2018

Harshit Gupta
EPFL STI LIB

PSF-Extractor: from fluorescent beads measurements to continuous PSF model11 Sep 2018

Emmanuel Soubies
EPFL STI LIB

Analysis of Planar Shapes through Shape Dictionary Learning with an Extension to Splines28 Aug 2018

Anna Song
EPFL STI LIB

Complex-order scale-invariant operators and self-similar processes21 Aug 2018

Arash Amini
Sharif University, Tehran, Iran

Variational Framework for Continuous Angular Refinement and Reconstruction in Cryo-EM14 Aug 2018

Mona Zehni
EPFL STI LIB

Looking beyond Pixels: Theory, Algorithms and Applications of Continuous Sparse Recovery07 Aug 2018

Hanjie Pan
Audiovisual Communications Laboratory (LCAV, EPFL

A L1 representer theorem of vector-valued learning17 Jul 2018

Shayan Aziznejad
EPFL STI LIB

Local Rotation Invariance and Directional Sensitivity of 3D Texture Operators: Comparing Classical Radiomics, CNNs and Spherical Harmonics26 Jun 2018

Adrien Depeursinge
EPFL STI LIB

Computational Super-Sectioning for Single-Slice Structured-Illumination Microscopy 19 Jun 2018

Emmanuel Soubies
EPFL STI LIB

Internal seminar: abstract not available.

Theoretical and Numerical Analysis of Super-Resolution without Grid19 Jun 2018

Quentin Denoyelle
Université Paris Dauphine

Subdivision-Based Active Contours --- Statistical optimality of Hermite splines for the reconstruction of self-similar signals --- The Role of Discretisation in X-Ray CT Reconstruction29 May 2018

Anaïs Badoual, Virginie Uhlmann, Michael McCann
EPFL STI LIB

Influence of spatial context over color perception: unifying chromatic assimilation and simultaneous contrast into a neural field model22 May 2018

Anna Song
EPFL STI LIB

Fast rotational dictionary learning using steerability 08 May 2018

Mike McCann
EPFL STI LIB

Hybrid spline dictionaries for continuous-domain inverse problems24 Apr 2018

Thomas Debarre
EPFL STI LIB

Fast Multiresolution Reconstruction for Cryo-EM17 Apr 2018

Laurène Donati
EPFL STI LIB

Direct Reconstruction of Clipped Peaks in Bandlimited OFDM Signals13 Mar 2018

Kyong Hwan Jin
EPFL STI LIB

Sparsity-based techniques for diffraction tomography27 Feb 2018

Thanh-an Pham
EPFL STI LIB