Alert button
Picture for Bahareh Tolooshams

Bahareh Tolooshams

Alert button

Probabilistic Unrolling: Scalable, Inverse-Free Maximum Likelihood Estimation for Latent Gaussian Models

Jun 05, 2023
Alexander Lin, Bahareh Tolooshams, Yves Atchadé, Demba Ba

Figure 1 for Probabilistic Unrolling: Scalable, Inverse-Free Maximum Likelihood Estimation for Latent Gaussian Models
Figure 2 for Probabilistic Unrolling: Scalable, Inverse-Free Maximum Likelihood Estimation for Latent Gaussian Models
Figure 3 for Probabilistic Unrolling: Scalable, Inverse-Free Maximum Likelihood Estimation for Latent Gaussian Models
Figure 4 for Probabilistic Unrolling: Scalable, Inverse-Free Maximum Likelihood Estimation for Latent Gaussian Models
Viaarxiv icon

Learning Filter-Based Compressed Blind-Deconvolution

Sep 28, 2022
Bahareh Tolooshams, Satish Mulleti, Demba Ba, Yonina C. Eldar

Figure 1 for Learning Filter-Based Compressed Blind-Deconvolution
Figure 2 for Learning Filter-Based Compressed Blind-Deconvolution
Figure 3 for Learning Filter-Based Compressed Blind-Deconvolution
Figure 4 for Learning Filter-Based Compressed Blind-Deconvolution
Viaarxiv icon

A Training Framework for Stereo-Aware Speech Enhancement using Deep Neural Networks

Dec 09, 2021
Bahareh Tolooshams, Kazuhito Koishida

Figure 1 for A Training Framework for Stereo-Aware Speech Enhancement using Deep Neural Networks
Figure 2 for A Training Framework for Stereo-Aware Speech Enhancement using Deep Neural Networks
Figure 3 for A Training Framework for Stereo-Aware Speech Enhancement using Deep Neural Networks
Viaarxiv icon

PUDLE: Implicit Acceleration of Dictionary Learning by Backpropagation

May 31, 2021
Bahareh Tolooshams, Demba Ba

Figure 1 for PUDLE: Implicit Acceleration of Dictionary Learning by Backpropagation
Figure 2 for PUDLE: Implicit Acceleration of Dictionary Learning by Backpropagation
Figure 3 for PUDLE: Implicit Acceleration of Dictionary Learning by Backpropagation
Figure 4 for PUDLE: Implicit Acceleration of Dictionary Learning by Backpropagation
Viaarxiv icon

Gaussian Process Convolutional Dictionary Learning

Mar 28, 2021
Andrew H. Song, Bahareh Tolooshams, Demba Ba

Figure 1 for Gaussian Process Convolutional Dictionary Learning
Figure 2 for Gaussian Process Convolutional Dictionary Learning
Figure 3 for Gaussian Process Convolutional Dictionary Learning
Figure 4 for Gaussian Process Convolutional Dictionary Learning
Viaarxiv icon

On the convergence of group-sparse autoencoders

Feb 13, 2021
Emmanouil Theodosis, Bahareh Tolooshams, Pranay Tankala, Abiy Tasissa, Demba Ba

Figure 1 for On the convergence of group-sparse autoencoders
Figure 2 for On the convergence of group-sparse autoencoders
Figure 3 for On the convergence of group-sparse autoencoders
Figure 4 for On the convergence of group-sparse autoencoders
Viaarxiv icon

Unfolding Neural Networks for Compressive Multichannel Blind Deconvolution

Oct 22, 2020
Bahareh Tolooshams, Satish Mulleti, Demba Ba, Yonina C. Eldar

Figure 1 for Unfolding Neural Networks for Compressive Multichannel Blind Deconvolution
Figure 2 for Unfolding Neural Networks for Compressive Multichannel Blind Deconvolution
Figure 3 for Unfolding Neural Networks for Compressive Multichannel Blind Deconvolution
Figure 4 for Unfolding Neural Networks for Compressive Multichannel Blind Deconvolution
Viaarxiv icon

Dense and Sparse Coding: Theory and Architectures

Jun 16, 2020
Abiy Tasissa, Emmanouil Theodosis, Bahareh Tolooshams, Demba Ba

Figure 1 for Dense and Sparse Coding: Theory and Architectures
Figure 2 for Dense and Sparse Coding: Theory and Architectures
Figure 3 for Dense and Sparse Coding: Theory and Architectures
Figure 4 for Dense and Sparse Coding: Theory and Architectures
Viaarxiv icon

Channel-Attention Dense U-Net for Multichannel Speech Enhancement

Jan 30, 2020
Bahareh Tolooshams, Ritwik Giri, Andrew H. Song, Umut Isik, Arvindh Krishnaswamy

Figure 1 for Channel-Attention Dense U-Net for Multichannel Speech Enhancement
Figure 2 for Channel-Attention Dense U-Net for Multichannel Speech Enhancement
Figure 3 for Channel-Attention Dense U-Net for Multichannel Speech Enhancement
Figure 4 for Channel-Attention Dense U-Net for Multichannel Speech Enhancement
Viaarxiv icon

RandNet: deep learning with compressed measurements of images

Aug 25, 2019
Thomas Chang, Bahareh Tolooshams, Demba Ba

Figure 1 for RandNet: deep learning with compressed measurements of images
Figure 2 for RandNet: deep learning with compressed measurements of images
Figure 3 for RandNet: deep learning with compressed measurements of images
Figure 4 for RandNet: deep learning with compressed measurements of images
Viaarxiv icon