Bahareh Tolooshams

38 papers A* 4Misc 3Journal 28Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	A Unified Model for Compressed Sensing MRI Across Undersampling Patterns. CVPR Armeet Singh Jatyani, Jiayun Wang, Aditi Chandrashekar, Zihui Wu, Miguel Liu-Schiaffini, Bahareh Tolooshams, Anima Anandkumar
2025	A*	`conf`	Diffusion State-Guided Projected Gradient for Inverse Problems. ICLR Rayhan Zirvi, Bahareh Tolooshams, Anima Anandkumar
2025	J	`jnl`	EquiReg: Equivariance Regularized Diffusion for Inverse Problems. CoRR Bahareh Tolooshams, Aditi Chandrashekar, Rayhan Zirvi, Abbas Mammadov, Jiachen Yao, Chuwei Wang, Anima Anandkumar
2025	J	`jnl`	Evaluating Sparse Autoencoders: From Shallow Design to Matching Pursuit. CoRR Valérie Costa, Thomas Fel, Ekdeep Singh Lubana, Bahareh Tolooshams, Demba E. Ba
2025	J	`jnl`	From Flat to Hierarchical: Extracting Sparse Representations with Matching Pursuit. CoRR Valérie Costa, Thomas Fel, Ekdeep Singh Lubana, Bahareh Tolooshams, Demba E. Ba
2025	J	`jnl`	NOBLE - Neural Operator with Biologically-informed Latent Embeddings to Capture Experimental Variability in Biological Neuron Models. CoRR Luca Ghafourpour, Valentin Duruisseaux, Bahareh Tolooshams, Philip H. Wong, Costas A. Anastassiou, Anima Anandkumar
2025	J	`jnl`	Sparse Autoencoder Neural Operators: Model Recovery in Function Spaces. CoRR Bahareh Tolooshams, Ailsa Shen, Anima Anandkumar
2025	J	`jnl`	Ultrasound Lung Aeration Map via Physics-Aware Neural Operators. CoRR Jiayun Wang, Oleksii Ostras, Masashi Sode, Bahareh Tolooshams, Zongyi Li, Kamyar Azizzadenesheli, Gianmarco Pinton, Anima Anandkumar
2024	J	`jnl`	Diffusion State-Guided Projected Gradient for Inverse Problems. CoRR Rayhan Zirvi, Bahareh Tolooshams, Anima Anandkumar
2024	J	`jnl`	Discriminative reconstruction via simultaneous dense and sparse coding. Trans. Mach. Learn. Res. Abiy Tasissa, Manos Theodosis, Bahareh Tolooshams, Demba E. Ba
2024	J	`jnl`	Fourier Neural Operators for Learning Dynamics in Quantum Spin Systems. CoRR Freya Shah, Taylor L. Patti, Julius Berner, Bahareh Tolooshams, Jean Kossaifi, Anima Anandkumar
2024	J	`jnl`	Unifying Subsampling Pattern Variations for Compressed Sensing MRI with Neural Operators. CoRR Armeet Singh Jatyani, Jiayun Wang, Zihui Wu, Miguel Liu-Schiaffini, Bahareh Tolooshams, Anima Anandkumar
2023	A*	`conf`	Probabilistic Unrolling: Scalable, Inverse-Free Maximum Likelihood Estimation for Latent Gaussian Models. ICML Alexander Lin, Bahareh Tolooshams, Yves F. Atchadé, Demba E. Ba
2023	J	`jnl`	Probabilistic Unrolling: Scalable, Inverse-Free Maximum Likelihood Estimation for Latent Gaussian Models. CoRR Alexander Lin, Bahareh Tolooshams, Yves F. Atchadé, Demba E. Ba
2023	J	`jnl`	Unrolled Compressed Blind-Deconvolution. IEEE Trans. Signal Process. Bahareh Tolooshams, Satish Mulleti, Demba E. Ba, Yonina C. Eldar
2022	Misc	`conf`	A Training Framework for Stereo-Aware Speech Enhancement Using Deep Neural Networks. ICASSP Bahareh Tolooshams, Kazuhito Koishida
2022	J	`jnl`	Gaussian Process Convolutional Dictionary Learning. IEEE Signal Process. Lett. Andrew H. Song, Bahareh Tolooshams, Demba E. Ba
2022	J	`jnl`	Learning Filter-Based Compressed Blind-Deconvolution. CoRR Bahareh Tolooshams, Satish Mulleti, Demba E. Ba, Yonina C. Eldar
2022	J	`jnl`	Stable and Interpretable Unrolled Dictionary Learning. Trans. Mach. Learn. Res. Bahareh Tolooshams, Demba E. Ba
2021	J	`jnl`	A Training Framework for Stereo-Aware Speech Enhancement using Deep Neural Networks. CoRR Bahareh Tolooshams, Kazuhito Koishida
2021	J	`jnl`	Deep Residual Autoencoders for Expectation Maximization-Inspired Dictionary Learning. IEEE Trans. Neural Networks Learn. Syst. Bahareh Tolooshams, Sourav Dey, Demba E. Ba
2021	J	`jnl`	Gaussian Process Convolutional Dictionary Learning. CoRR Andrew H. Song, Bahareh Tolooshams, Demba E. Ba
2021	J	`jnl`	On the convergence of group-sparse autoencoders. CoRR Emmanouil Theodosis, Bahareh Tolooshams, Pranay Tankala, Abiy Tasissa, Demba E. Ba
2021	J	`jnl`	PUDLE: Implicit Acceleration of Dictionary Learning by Backpropagation. CoRR Bahareh Tolooshams, Demba E. Ba
2021	Misc	`conf`	Unfolding Neural Networks for Compressive Multichannel Blind Deconvolution. ICASSP Bahareh Tolooshams, Satish Mulleti, Demba E. Ba, Yonina C. Eldar
2020	Misc	`conf`	Channel-Attention Dense U-Net for Multichannel Speech Enhancement. ICASSP Bahareh Tolooshams, Ritwik Giri, Andrew H. Song, Umut Isik, Arvindh Krishnaswamy
2020	J	`jnl`	Channel-Attention Dense U-Net for Multichannel Speech Enhancement. CoRR Bahareh Tolooshams, Ritwik Giri, Andrew H. Song, Umut Isik, Arvindh Krishnaswamy
2020	A*	`conf`	Convolutional dictionary learning based auto-encoders for natural exponential-family distributions. ICML Bahareh Tolooshams, Andrew H. Song, Simona Temereanca, Demba E. Ba
2020	J	`jnl`	Dense and Sparse Coding: Theory and Architectures. CoRR Abiy Tasissa, Emmanouil Theodosis, Bahareh Tolooshams, Demba E. Ba
2020	J	`jnl`	Unfolding Neural Networks for Compressive Multichannel Blind Deconvolution. CoRR Bahareh Tolooshams, Satish Mulleti, Demba E. Ba, Yonina C. Eldar
2019	—	`conf`	Convolutional Dictionary Learning in Hierarchical Networks. CAMSAP Javier Zazo, Bahareh Tolooshams, Demba E. Ba
2019	J	`jnl`	Convolutional Dictionary Learning in Hierarchical Networks. CoRR Javier Zazo, Bahareh Tolooshams, Demba E. Ba
2019	J	`jnl`	Deep Exponential-Family Auto-Encoders. CoRR Bahareh Tolooshams, Andrew H. Song, Simona Temereanca, Demba E. Ba
2019	J	`jnl`	Deep Residual Auto-Encoders for Expectation Maximization-based Dictionary Learning. CoRR Bahareh Tolooshams, Sourav Dey, Demba E. Ba
2019	J	`jnl`	RandNet: deep learning with compressed measurements of images. CoRR Thomas Chang, Bahareh Tolooshams, Demba E. Ba
2019	—	`conf`	Randnet: Deep Learning with Compressed Measurements of Images. MLSP Thomas Chang, Bahareh Tolooshams, Demba E. Ba
2018	J	`jnl`	Scalable Convolutional Dictionary Learning with Constrained Recurrent Sparse Auto-encoders. CoRR Bahareh Tolooshams, Sourav Dey, Demba E. Ba
2018	—	`conf`	Scalable Convolutional Dictionary Learning with constrained Recurrent Sparse Auto-encoders. MLSP Bahareh Tolooshams, Sourav Dey, Demba E. Ba