Daniel Freedman

Brian W. Anthony

IEEE Trans. Biomed. Eng., April, 2024

Overcoming Order in Autoregressive Graph Generation for Molecule Generation.

[BibT_eX]

[DOI]

Edo Cohen-Karlik

Trans. Mach. Learn. Res., 2024

HIPI: Spatially resolved multiplexed protein expression inferred from H&E WSIs.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2024

ReHub: Linear Complexity Graph Transformers with Adaptive Hub-Spoke Reassignment.

[BibT_eX]

[DOI]

Tomer Borreda

Or Litany

CoRR, 2024

Streamlining Conformal Information Retrieval via Score Refinement.

[BibT_eX]

[DOI]

CoRR, 2024

Molecular Diffusion Models with Virtual Receptors.

[BibT_eX]

[DOI]

CoRR, 2024

A Theoretical Framework for an Efficient Normalizing Flow-Based Solution to the Schrodinger Equation.

[BibT_eX]

[DOI]

CoRR, 2024

Looks Too Good To Be True: An Information-Theoretic Analysis of Hallucinations in Generative Restoration Models.

[BibT_eX]

[DOI]

CoRR, 2024

Overcoming Order in Autoregressive Graph Generation.

[BibT_eX]

[DOI]

Edo Cohen-Karlik

CoRR, 2024

Random Walks for Temporal Action Segmentation with Timestamp Supervision.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Early Time Classification with Accumulated Accuracy Gap Control.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

On the Semantic Latent Space of Diffusion-Based Text-To-Speech Models.

[BibT_eX]

[DOI]

Miri Varshavsky-Hassid

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 2024

2023

Semi-equivariant conditional normalizing flows, with applications to target-aware molecule generation.

[BibT_eX]

[DOI]

Mach. Learn. Sci. Technol., September, 2023

Weakly-Supervised Surgical Phase Recognition.

[BibT_eX]

[DOI]

CoRR, 2023

Designing Nonlinear Photonic Crystals for High-Dimensional Quantum State Engineering.

[BibT_eX]

[DOI]

Sivan Trajtenberg-Mills

Sarika Mishra

Shashi Prabhakar

Ravindra Pratap Singh

Ady Arie

CoRR, 2023

Semi-Equivariant Conditional Normalizing Flows.

[BibT_eX]

[DOI]

CoRR, 2023

Conformal Prediction Masks: Visualizing Uncertainty in Medical Imaging.

[BibT_eX]

[DOI]

Proceedings of the Trustworthy Machine Learning for Healthcare, 2023

Diffusion Models for Generative Histopathology.

[BibT_eX]

[DOI]

Proceedings of the Deep Generative Models - Third MICCAI Workshop, 2023

Self-supervised Learning for Endoscopic Video Analysis.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Self-supervised Classification of Clinical Multivariate Time Series using Time Series Dynamics.

[BibT_eX]

[DOI]

Yakir Yehuda

Lizeth Gonzalez-Carabarin

Kira Radinsky

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

Deep Unfolding With Normalizing Flow Priors for Inverse Problems.

[BibT_eX]

[DOI]

Xinyi Wei

Hans Van Gorp

Yonina C. Eldar

Ruud J. G. van Sloun

IEEE Trans. Signal Process., 2022

What's Behind the Mask: Estimating Uncertainty in Image-to-Image Problems.

[BibT_eX]

[DOI]

CoRR, 2022

Semi-Equivariant Continuous Normalizing Flows for Target-Aware Molecule Generation.

[BibT_eX]

[DOI]

CoRR, 2022

RepsNet: Combining Vision with Language for Automated Medical Reports.

[BibT_eX]

[DOI]

Ajay Kumar Tanwani

Joelle K. Barral

Lizeth Gonzalez-Carabarin

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Pixel-accurate Segmentation of Surgical Tools based on Bounding Box Annotations.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Image Denoising with Deep Unfolding And Normalizing Flows.

[BibT_eX]

[DOI]

Xinyi Wei

Hans Van Gorp

Yonina C. Eldar

Ruud J. G. van Sloun

Proceedings of the IEEE International Conference on Acoustics, 2022

Estimating Withdrawal Time in Colonoscopies.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021

Learning Optimal Wavefront Shaping for Multi-Channel Imaging.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Deep Energy: Task Driven Training of Deep Neural Networks.

[BibT_eX]

[DOI]

Alona Golts

Michael Elad

IEEE J. Sel. Top. Signal Process., 2021

SPDCinv: Inverse Quantum-Optical Design of High-Dimensional Qudits.

[BibT_eX]

[DOI]

Sivan Trajtenberg-Mills

Ady Arie

CoRR, 2021

Inverse Design of Quantum Holograms in Three-Dimensional Nonlinear Photonic Crystals.

[BibT_eX]

[DOI]

Aviv Karnieli

Ofir Yesharim

Sivan Trajtenberg-Mills

Ady Arie

CoRR, 2021

Learning to Localize Objects Using Limited Annotation, With Applications to Thoracic Diseases.

[BibT_eX]

[DOI]

Alex A. Bronstein

IEEE Access, 2021

It Has Potential: Gradient-Driven Denoisers for Convergent Solutions to Inverse Problems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

12-Lead ECG Reconstruction via Koopman Operators.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Unsupervised 3D Shape Coverage Estimation with Applications to Colonoscopy.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

ECG ODE-GAN: Learning Ordinary Differential Equations of ECG Dynamics via Generative Adversarial Learning.

[BibT_eX]

[DOI]

Tomer Golany

Kira Radinsky

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Detecting Deficient Coverage in Colonoscopies.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2020

Unsupervised Single Image Dehazing Using Dark Channel Prior Loss.

[BibT_eX]

[DOI]

Alona Golts

Michael Elad

IEEE Trans. Image Process., 2020

A Deep Learning Framework for Single-Sided Sound Speed Inversion in Medical Ultrasound.

[BibT_eX]

[DOI]

Micha Feigin

Brian W. Anthony

IEEE Trans. Biomed. Eng., 2020

Learning an optimal PSF-pair for ultra-dense 3D localization microscopy.

[BibT_eX]

[DOI]

CoRR, 2020

SimGANs: Simulator-Based Generative Adversarial Networks for ECG Synthesis to Improve Deep ECG Classification.

[BibT_eX]

[DOI]

Tomer Golany

Kira Radinsky

Proceedings of the 37th International Conference on Machine Learning, 2020

Detecting muscle activation using ultrasound speed of sound inversion with deep learning.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Localization with Limited Annotation.

[BibT_eX]

[DOI]

Alexander M. Bronstein

CoRR, 2019

Localization with Limited Annotation for Chest X-rays.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Health Workshop, 2019

2018

Deep Energy: Using Energy Functions for Unsupervised Training of DNNs.

[BibT_eX]

[DOI]

Alona Golts

Michael Elad

CoRR, 2018

SOSELETO: A Unified Approach to Transfer Learning and Training with Noisy Labels.

[BibT_eX]

[DOI]

Or Litany

CoRR, 2018

2017

ASIST: Automatic semantically invariant scene transformation.

[BibT_eX]

[DOI]

Alexander M. Bronstein

Ran Gal

Comput. Vis. Image Underst., 2017

Toward Realistic Hands Gesture Interface: Keeping it Simple for Developers and Machines.

[BibT_eX]

[DOI]

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

2016

Reality Skins: Creating Immersive and Tactile Virtual Environments.

[BibT_eX]

[DOI]

Lior Shapira

Proceedings of the 2016 IEEE International Symposium on Mixed and Augmented Reality, 2016

2015

Accurate, Robust, and Flexible Real-time Hand Tracking.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015

2014

SRA: Fast Removal of General Multipath for ToF Sensors.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2014, 2014

Discriminative Ferns Ensemble for Hand Pose Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2012

An improved image graph for semi-automatic segmentation.

[BibT_eX]

[DOI]

Signal Image Video Process., 2012

DFlow and DField: New features for capturing object and image relationships.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Efficient and robust image descriptor for GUI object classification.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011

Hardness Results for Homology Localization.

[BibT_eX]

[DOI]

Discret. Comput. Geom., 2011

Enforcing topological constraints in random field image segmentation.

[BibT_eX]

[DOI]

Christoph H. Lampert

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

KDE Paring and a Faster Mean Shift Algorithm.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2010

Computing Color Transforms with Applications to Image Editing.

[BibT_eX]

[DOI]

J. Math. Imaging Vis., 2010

Graph cuts with many-pixel interactions: Theory and applications to shape modelling.

[BibT_eX]

[DOI]

Matthew W. Turek

Image Vis. Comput., 2010

Measuring and computing natural generators for homology groups.

[BibT_eX]

[DOI]

Comput. Geom., 2010

Topology Noise Removal for Curve and Surface Evolution.

[BibT_eX]

[DOI]

Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2010

Object-to-object color transfer: Optimal flows and SMSP transformations.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Parameter Tuning from Pairwise Preferences.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2010

2009

Color Transforms for Creative Image Editing.

[BibT_eX]

[DOI]

Proceedings of the 17th Color and Imaging Conference, 2009

Fast Data Reduction via KDE Approximation.

[BibT_eX]

[DOI]

Proceedings of the 2009 Data Compression Conference (DCC 2009), 2009

Fast Mean Shift by compact density representation.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008

Quantifying Homology Classes.

[BibT_eX]

[DOI]

Proceedings of the STACS 2008, 2008

2007

Quantifying Homology Classes II: Localization and Stability

[BibT_eX]

[DOI]

CoRR, 2007

Measuring and Localing Homology Classes

[BibT_eX]

[DOI]

CoRR, 2007

An incremental algorithm for reconstruction of surfaces of arbitrary codimension.

[BibT_eX]

[DOI]

Comput. Geom., 2007

2006

Multiscale Modeling and Constraints for Max-flow/Min-cut Problems in Computer Vision.

[BibT_eX]

[DOI]

Matthew W. Turek

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

2005

Model-based segmentation of medical imagery by matching distributions.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2005

Improving Performance of Distribution Tracking through Background Mismatch.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2005

Interactive Graph Cut Based Segmentation with Shape Priors.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Illumination-Invariant Tracking via Graph Cuts.

[BibT_eX]

[DOI]

Matthew W. Turek

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Energy Minimization via Graph Cuts: Settling What is Possible.

[BibT_eX]

[DOI]

Petros Drineas

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004

Active contours for tracking distributions.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2004

Model-Based Multi-Object Segmentation via Distribution Matching.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Surface reconstruction, one triangle at a time.

[BibT_eX]

[DOI]

Proceedings of the 16th Canadian Conference on Computational Geometry, 2004

2003

Effective Tracking through Tree-Search.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2003

Tracking Objects Using Density Matching and Shape Priors.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

2002

Efficient Simplicial Reconstructions of Manifolds from Their Samples.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2002

Combinatorial curve reconstruction in Hilbert spaces: A new sampling theory and an old result revisited.

[BibT_eX]

[DOI]

Comput. Geom., 2002

2000

Contour Tracking in Clutter: A Subset Approach.

[BibT_eX]

[DOI]

Michael S. Brandstein

Int. J. Comput. Vis., 2000

Provably Fast Algorithms for Contour Tracking.

[BibT_eX]

[DOI]

Michael S. Brandstein

Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999

A Subset Approach to Contour Tracking in Clutter.

[BibT_eX]

[DOI]