Ivan Dokmanic

IEEE Trans. Computational Imaging, 2025

Ice-Tide: Implicit Cryo-ET Imaging and Deformation Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2025

Joint Graph Rewiring and Feature Denoising via Spectral Resonance.

[BibT_eX]

[DOI]

Jonas Linkerhägner

Jose Antonio Lara Benitez

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Editorial Introduction to the Special Issue Seeking Low-Dimensionality in Deep Neural Networks (SLowDNN).

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., September, 2024

WaveBench: Benchmarking Data-driven Solvers for Linear Wave Propagation PDEs.

[BibT_eX]

[DOI]

Tianlin Liu

Florian Faucher

Trans. Mach. Learn. Res., 2024

Differentiable Uncalibrated Imaging.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2024

LoFi: Scalable Local Image Reconstruction with Implicit Neural Representation.

[BibT_eX]

[DOI]

CoRR, 2024

SeisLM: a Foundation Model for Seismic Waveforms.

[BibT_eX]

[DOI]

CoRR, 2024

A spring-block theory of feature learning in deep neural networks.

[BibT_eX]

[DOI]

CoRR, 2024

GLIMPSE: Generalized Local Imaging with MLPs.

[BibT_eX]

[DOI]

Valentin Debarnot

Tianlin Liu

CoRR, 2024

A Graph Dynamics Prior for Relational Inference.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Orthogonal Matrix Retrieval with Spatial Consensus for 3D Unknown View Tomography.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., September, 2023

Localizing Unsynchronized Sensors With Unknown Sources.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2023

Conditional Injective Flows for Bayesian Imaging.

[BibT_eX]

[DOI]

Konik Kothari

Leonardo Salsi

Ali Aghababaei Harandi

IEEE Trans. Computational Imaging, 2023

Small Transformers Compute Universal Metric Embeddings.

[BibT_eX]

[DOI]

Anastasis Kratsios

Valentin Debarnot

J. Mach. Learn. Res., 2023

Harpa: High-Rate Phase Association with Travel Time Neural Fields.

[BibT_eX]

[DOI]

CoRR, 2023

A Dynamical Graph Prior for Relational Inference.

[BibT_eX]

[DOI]

CoRR, 2023

A Transfer Principle: Universal Approximators Between Metric Spaces From Euclidean Universal Approximators.

[BibT_eX]

[DOI]

CoRR, 2023

Injectivity of ReLU networks: perspectives from statistical physics.

[BibT_eX]

[DOI]

CoRR, 2023

Deep Injective Prior for Inverse Scattering.

[BibT_eX]

[DOI]

Sepehr Eskandari

Vahid Khorashadi-Zadeh

CoRR, 2023

A Theoretical Analysis of the Test Error of Finite-Rank Kernel Ridge Regression.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

FunkNN: Neural Interpolation for Functional Generation.

[BibT_eX]

[DOI]

Anadi Chaman

Valentin Debarnot

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Joint Cryo-ET Alignment and Reconstruction with Neural Deformation Fields.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Total Least Squares Phase Retrieval.

[BibT_eX]

[DOI]

Sidharth Gupta

IEEE Trans. Signal Process., 2022

Learning Multiscale Convolutional Dictionaries for Image Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2022

The Fastest $\ell _{1, \infty }$ℓ1, ∞ Prox in the West.

[BibT_eX]

[DOI]

Benjamín Béjar Haro

René Vidal

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Globally Injective ReLU Networks.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2022

Statistical Mechanics of Generalization In Graph Convolution Networks.

[BibT_eX]

[DOI]

CoRR, 2022

Deep Variational Inverse Scattering.

[BibT_eX]

[DOI]

Ali Aghababaei Harandi

Tin Vlasic

Hieu Nguyen

CoRR, 2022

Deep Invertible Approximation of Topologically Rich Maps between Manifolds.

[BibT_eX]

[DOI]

CoRR, 2022

Universal Joint Approximation of Manifolds and Densities by Simple Injective Flows.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Neural Link Prediction with Walk Pooling.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Universal Approximation Under Constraints is Possible with Transformers.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Implicit Neural Representation for Mesh-Free Inverse Obstacle Scattering.

[BibT_eX]

[DOI]

Tin Vlasic

Hieu Nguyen

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021

Reconstructing Point Sets From Distance Distributions.

[BibT_eX]

[DOI]

Shuai Huang

IEEE Trans. Signal Process., 2021

On Procrustes Analysis in Hyperbolic Space.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2021

Trumpets: Injective flows for inference and inverse problems.

[BibT_eX]

[DOI]

Konik Kothari

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Truly Shift-Invariant Convolutional Neural Networks.

[BibT_eX]

[DOI]

Anadi Chaman

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Truly Shift-Equivariant Convolutional Neural Networks with Adaptive Polyphase Upsampling.

[BibT_eX]

[DOI]

Anadi Chaman

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020

Kinetic Euclidean Distance Matrices.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Shapes From Echoes: Uniqueness From Point-to-Plane Distance Matrices.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Solving Complex Quadratic Systems With Full-Rank Random Matrices.

[BibT_eX]

[DOI]

Shuai Huang

Sidharth Gupta

IEEE Trans. Signal Process., 2020

Interpreting U-Nets via Task-Driven Multiscale Dictionary Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Geometry of Comparisons.

[BibT_eX]

[DOI]

CoRR, 2020

Learning the Geometry of Wave-Based Imaging.

[BibT_eX]

[DOI]

Konik Kothari

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Hyperbolic Distance Matrices.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

3D Unknown View Tomography Via Rotation Invariants.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Fast Optical System Identification by Numerical Interferometry.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Permutations Unlabeled Beyond Sampling Unknown.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2019

Concentration of the Frobenius Norm of Generalized Matrix Inverses.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2019

The fastest 𝓁<sub>1, ∞</sub> prox in the west.

[BibT_eX]

[DOI]

Benjamín Béjar Haro

René Vidal

CoRR, 2019

Learning Schatten-Von Neumann Operators.

[BibT_eX]

[DOI]

CoRR, 2019

Don't take it lightly: Phasing optical random projections with unknown operators.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Random mesh projectors for inverse problems.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

Geometric Invariants for Sparse Unknown View Tomography.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

On the Move: Localization with Kinetic Euclidean Distance Matrices.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Solving Complex Quadratic Equations with Full-rank Random Gaussian Matrices.

[BibT_eX]

[DOI]

Shuai Huang

Sidharth Gupta

Proceedings of the IEEE International Conference on Acoustics, 2019

Multipath-enabled Private Audio with Noise.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Distance retrieval from unknown view tomography of 2D point sources.

[BibT_eX]

[DOI]

Proceedings of the Computational Imaging XVII, Burlingame, 2019

2018

Direction of Arrival With One Microphone, a Few LEGOs, and Non-Negative Matrix Factorization.

[BibT_eX]

[DOI]

Dalia El Badawy

IEEE ACM Trans. Audio Speech Lang. Process., 2018

Concentration of the Frobenius norms of pseudoinverses.

[BibT_eX]

[DOI]

CoRR, 2018

Deep Mesh Projectors for Inverse Problems.

[BibT_eX]

[DOI]

CoRR, 2018

Cocktails, but no Party: Multipath-Enabled Private Audio.

[BibT_eX]

[DOI]

Yu-Jeh Liu

Jonah Casebeer

Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018

Separake: Source Separation with a Little Help from Echoes.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Pyroomacoustics: A Python Package for Audio Room Simulation and Array Processing Algorithms.

[BibT_eX]

[DOI]

Eric Bezzam

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Structure from Sound with Incomplete Data.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Pyroomacoustics: A Python package for audio room simulations and array processing algorithms.

[BibT_eX]

[DOI]

Eric Bezzam

CoRR, 2017

Beyond Moore-Penrose Part II: The Sparse Pseudoinverse.

[BibT_eX]

[DOI]

CoRR, 2017

Beyond Moore-Penrose Part I: Generalized Inverses that Minimize Matrix Norms.

[BibT_eX]

[DOI]

CoRR, 2017

FRIDA: FRI-based DOA estimation for arbitrary array layouts.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Omnidirectional bats, point-to-plane distances, and the price of uniqueness.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Acoustic DoA Estimation by One Unsophisticated Sensor.

[BibT_eX]

[DOI]

Dalia El Badawy

Proceedings of the Latent Variable Analysis and Signal Separation, 2017

2016

Sampling Sparse Signals on the Sphere: Algorithms and Applications.

[BibT_eX]

[DOI]

Yue M. Lu

IEEE Trans. Signal Process., 2016

Look, no Beacons! Optimal All-in-One EchoSLAM.

[BibT_eX]

[DOI]

CoRR, 2016

Inverse Problems with Invariant Multiscale Statistics.

[BibT_eX]

[DOI]

CoRR, 2016

EchoSLAM: Simultaneous localization and mapping with acoustic echoes.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

From acoustic room reconstruction to slam.

[BibT_eX]

[DOI]

Laurent Daudet

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Accurate recovery of a specularity from a few samples of the reflectance function.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Listening to Distances and Hearing Shapes - Inverse Problems in Room Acoustics and Beyond.

[BibT_eX]

[DOI]

PhD thesis, 2015

Euclidean Distance Matrices: Essential theory, algorithms, and applications.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2015

Raking the Cocktail Party.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2015

Euclidean Distance Matrices: A Short Walk Through Theory, Algorithms and Applications.

[BibT_eX]

[DOI]

CoRR, 2015

Raking echoes in the time domain.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Sampling spherical finite rate of innovation signals.

[BibT_eX]

[DOI]

Yue M. Lu

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Anhören von Abständen und Hören von Formen: Inverse Probleme in Raumakustik und darüber hinaus.

[BibT_eX]

[DOI]

Proceedings of the Ausgezeichnete Informatikdissertationen 2015, 2015

Relax and unfold: Microphone localization with Euclidean distance matrices.

[BibT_eX]

[DOI]

Juri Ranieri

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Single-channel indoor microphone localization.

[BibT_eX]

[DOI]

Reza Parhizkar

Proceedings of the IEEE International Conference on Acoustics, 2014

Source localization and tracking in non-convex rooms.

[BibT_eX]

[DOI]

Orhan Öçal

Proceedings of the IEEE International Conference on Acoustics, 2014

Hardware and algorithms for ultrasonic depth imaging.

[BibT_eX]

[DOI]

Ivan J. Tashev

Proceedings of the IEEE International Conference on Acoustics, 2014

How to localize ten microphones in one finger snap.

[BibT_eX]

[DOI]

Laurent Daudet

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

The Fukushima inverse problem.

[BibT_eX]

[DOI]

Marta Martinez-Camara

Proceedings of the IEEE International Conference on Acoustics, 2013

Beyond Moore-Penrose: Sparse pseudoinverse.

[BibT_eX]

[DOI]

Mihailo Kolundzija

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Sampling and reconstruction of time-varying atmospheric emissions.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Room helps: Acoustic localization with finite elements.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Can one hear the shape of a room: The 2-D polygonal case.

[BibT_eX]

[DOI]

Yue M. Lu

Proceedings of the IEEE International Conference on Acoustics, 2011

Sensor networks for diffusion fields: Detection of sources in space and time.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010

Efficient approximate scaling of spherical functions in the Fourier domain with generalization to hyperspheres.

[BibT_eX]

[DOI]

Davor Petrinovic

IEEE Trans. Signal Process., 2010

Convolution on the n-sphere with application to PDF modeling.

[BibT_eX]

[DOI]