Tolooshams, Bahareh

1. From Flat to Hierarchical: Extracting Sparse Representations with Matching Pursuit
   2025/06/03 by VINICIUS OLIVEIRA DA COSTA, Valérie Costa, Thomas Fel +9 · 1 voice · 10 citations
   Computer Science · #Data Visualization and Analytics #Video Analysis and Summarization #cs.LG
2. Stable and Interpretable Unrolled Dictionary Learning
   2021/05/31 by Bahareh Tolooshams, Demba Ba, Tolooshams, Bahareh +1 · 3 citations
   Computer Science · Engineering · #Blind Source Separation Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
3. Diffusion State-Guided Projected Gradient for Inverse Problems
   2024/10/04 by Rayhan Zirvi, Bahareh Tolooshams, Zirvi, Rayhan +3 · 1 voice · 5 citations
   Computer Science · Engineering · Mathematics · #Advanced Mathematical Modeling in Engineering #Numerical methods in inverse problems #Radiative Heat Transfer Studies #cs.AI #cs.CV #cs.LG
4. Scalable Convolutional Dictionary Learning with Constrained Recurrent Sparse Auto-encoders
   2018/07/12 by Tolooshams, Bahareh, Dey, Sourav, Ba, Demba · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Channel-Attention Dense U-Net for Multichannel Speech Enhancement
   2020/01/30 by Tolooshams, Bahareh, Giri, Ritwik, Song, Andrew H. +2 · 1 citation
   #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sound (cs.SD) #electronic engineering #information engineering
6. A Unified Model for Compressed Sensing MRI Across Undersampling Patterns
   2024/10/05 by Jatyani, Armeet Singh, Wang, Jiayun, Chandrashekar, Aditi +4 · 4 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
7. Ultrasound Lung Aeration Map via Physics-Aware Neural Operators
   2025/01/02 by Wang, Jiayun, Ostras, Oleksii, Sode, Masashi +5 · 3 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Physics (physics.med-ph) #electronic engineering #information engineering
8. Towards improving discriminative reconstruction via simultaneous dense and sparse coding
   2020/06/16 by Tasissa, Abiy, Theodosis, Emmanouil, Tolooshams, Bahareh +1 · 1 citation
   #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
9. Fourier Neural Operators for Learning Dynamics in Quantum Spin Systems
   2024/09/05 by Shah, Freya, Patti, Taylor L., Berner, Julius +3 · 1 citation
   #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
10. EquiReg: Equivariance Regularized Diffusion for Inverse Problems
    2025/05/29 by Bahareh Tolooshams, Aditi Chandrashekar, Tolooshams, Bahareh +11 · 1 voice · 2 citations
    Computer Science · Mathematics · Medicine · #Advanced Neuroimaging Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Markov Chains and Monte Carlo Methods #Numerical methods in inverse problems #cs.AI #cs.LG