Tomer Michaeli

CoRR, 2024

Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration.

[BibT_eX]

[DOI]

Guy Ohayon

CoRR, 2024

Coherence Awareness in Diffractive Neural Networks.

[BibT_eX]

[DOI]

Matan Kleiner

Lior Michaeli

CoRR, 2024

Zero-Shot Image Compression with Diffusion-Based Posterior Sampling.

[BibT_eX]

[DOI]

Noam Elata

CoRR, 2024

Stealing Image-to-Image Translation Models With a Single Query.

[BibT_eX]

[DOI]

Nurit Spingarn-Eliezer

CoRR, 2024

Hierarchical Uncertainty Exploration via Feedforward Posterior Trees.

[BibT_eX]

[DOI]

Elias Nehme

CoRR, 2024

Perceptual Fairness in Image Restoration.

[BibT_eX]

[DOI]

Guy Ohayon

CoRR, 2024

Classification Diffusion Models.

[BibT_eX]

[DOI]

Shahar Yadin

Noam Elata

CoRR, 2024

Lumiere: A Space-Time Diffusion Model for Video Generation.

[BibT_eX]

[DOI]

CoRR, 2024

Nested Diffusion Processes for Anytime Image Generation.

[BibT_eX]

[DOI]

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

Lumiere: A Space-Time Diffusion Model for Video Generation.

[BibT_eX]

[DOI]

Proceedings of the SIGGRAPH Asia 2024 Conference Papers, 2024

The Perception-Robustness Tradeoff in Deterministic Image Restoration.

[BibT_eX]

[DOI]

Guy Ohayon

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

Zero-Shot Unsupervised and Text-Based Audio Editing Using DDPM Inversion.

[BibT_eX]

[DOI]

Hila Manor

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

Slicedit: Zero-Shot Video Editing With Text-to-Image Diffusion Models Using Spatio-Temporal Slices.

[BibT_eX]

[DOI]

Nathaniel Cohen

Vladimir Kulikov

Matan Kleiner

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

On the Posterior Distribution in Denoising: Application to Uncertainty Quantification.

[BibT_eX]

[DOI]

Hila Manor

Proceedings of the Twelfth International Conference on Learning Representations, 2024

From Posterior Sampling to Meaningful Diversity in Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Discovering Interpretable Directions in the Semantic Latent Space of Diffusion Models.

[BibT_eX]

[DOI]

René Haas

Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

Adaptive Compressed Sensing with Diffusion-Based Posterior Sampling.

[BibT_eX]

[DOI]

Noam Elata

Proceedings of the Computer Vision - ECCV 2024, 2024

Uncertainty Visualization via Low-Dimensional Posterior Projections.

[BibT_eX]

[DOI]

Omer Yair

Elias Nehme

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

An Edit Friendly DDPM Noise Space: Inversion and Manipulations.

[BibT_eX]

[DOI]

Vladimir Kulikov

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Exact Mean Square Linear Stability Analysis for SGD.

[BibT_eX]

[DOI]

Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024

The Expected Loss of Preconditioned Langevin Dynamics Reveals the Hessian Rank.

[BibT_eX]

[DOI]

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

2023

Discovering Interpretable Directions in the Semantic Latent Space of Diffusion Models.

[BibT_eX]

[DOI]

René Haas

CoRR, 2023

Uncertainty Quantification via Neural Posterior Principal Components.

[BibT_eX]

[DOI]

Elias Nehme

Omer Yair

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

Perceptual Kalman Filters: Online State Estimation under a Perfect Perceptual-Quality Constraint.

[BibT_eX]

[DOI]

Dror Freirich

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

Deep Optimal Transport: A Practical Algorithm for Photo-realistic Image Restoration.

[BibT_eX]

[DOI]

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

Reasons for the Superiority of Stochastic Estimators over Deterministic Ones: Robustness, Consistency and Perceptual Quality.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

SinDDM: A Single Image Denoising Diffusion Model.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

The Implicit Bias of Minima Stability in Multivariate Shallow ReLU Networks.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Alias-Free Convnets: Fractional Shift Invariance via Polynomial Activations.

[BibT_eX]

[DOI]

Hagay Michaeli

Daniel Soudry

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Internal Diverse Image Completion.

[BibT_eX]

[DOI]

Noa Alkobi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

BlendGAN: Learning and Blending the Internal Distributions of Single Images by Spatial Image-Identity Conditioning.

[BibT_eX]

[DOI]

CoRR, 2022

Energy awareness in low precision neural networks.

[BibT_eX]

[DOI]

Nurit Spingarn-Eliezer

CoRR, 2022

Power Awareness in Low Precision Neural Networks.

[BibT_eX]

[DOI]

Nurit Spingarn-Eliezer

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Beyond Local Processing: Adapting CNNs for CT Reconstruction.

[BibT_eX]

[DOI]

Bassel Hamoud

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

On Information Rates Over a Binary-Input Filtered Gaussian Channel.

[BibT_eX]

[DOI]

Michael Peleg

Shlomo Shamai

IEEE Open J. Commun. Soc., 2021

On information rates over a binary input channel.

[BibT_eX]

[DOI]

Michael Peleg

Shlomo Shamai

CoRR, 2021

The Implicit Bias of Minima Stability: A View from Function Space.

[BibT_eX]

[DOI]

Daniel Soudry

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

Deep Self-Dissimilarities as Powerful Visual Fingerprints.

[BibT_eX]

[DOI]

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

Catch-A-Waveform: Learning to Generate Audio from a Single Short Example.

[BibT_eX]

[DOI]

Gal Greshler

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

A Theory of the Distortion-Perception Tradeoff in Wasserstein Space.

[BibT_eX]

[DOI]

Dror Freirich

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

Contrastive Divergence Learning is a Time Reversal Adversarial Game.

[BibT_eX]

[DOI]

Omer Yair

Proceedings of the 9th International Conference on Learning Representations, 2021

GAN "Steerability" without optimization.

[BibT_eX]

[DOI]

Nurit Spingarn

Ron Banner

Proceedings of the 9th International Conference on Learning Representations, 2021

Spatially-Adaptive Pixelwise Networks for Fast Image Translation.

[BibT_eX]

[DOI]

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

What's in the Image? Explorable Decoding of Compressed Images.

[BibT_eX]

[DOI]

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

Sparsity Aware Normalization for GANs.

[BibT_eX]

[DOI]

Idan Kligvasser

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

2020

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

[BibT_eX]

[DOI]

CoRR, 2020

Explorable Decoding of Compressed Images.

[BibT_eX]

[DOI]

CoRR, 2020

Unique Properties of Wide Minima in Deep Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Unique Properties of Flat Minima in Deep Networks.

[BibT_eX]

[DOI]

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

Explorable Super Resolution.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

On the Minimal Overcompleteness Allowing Universal Sparse Representation.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2019

Rethinking Lossy Compression: The Rate-Distortion-Perception Tradeoff.

[BibT_eX]

[DOI]

Yochai Blau

Proceedings of the 36th International Conference on Machine Learning, 2019

Multispectral Reconstruction From Reference Objects in the Scene.

[BibT_eX]

[DOI]

Nirit Nussbaum Hoffer

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Direct Validation of the Information Bottleneck Principle for Deep Nets.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

SinGAN: Learning a Generative Model From a Single Natural Image.

[BibT_eX]

[DOI]

Tali Dekel

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Dense xUnit Networks.

[BibT_eX]

[DOI]

Idan Kligvasser

CoRR, 2018

Joint Autoencoders: A Flexible Meta-learning Framework.

[BibT_eX]

[DOI]

Baruch Epstein

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Revealing Common Statistical Behaviors in Heterogeneous Populations.

[BibT_eX]

[DOI]

Andrey Zhitnikov

Proceedings of the 35th International Conference on Machine Learning, 2018

The 2018 PIRM Challenge on Perceptual Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Multi-Scale Weighted Nuclear Norm Image Restoration.

[BibT_eX]

[DOI]

Noam Yair

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Modifying Non-Local Variations Across Multiple Views.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Deformation Aware Image Compression.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

xUnit: Learning a Spatial Activation Function for Efficient Image Restoration.

[BibT_eX]

[DOI]

Idan Kligvasser

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

The Perception-Distortion Tradeoff.

[BibT_eX]

[DOI]

Yochai Blau

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Joint auto-encoders: a flexible multi-task learning framework.

[BibT_eX]

[DOI]

Baruch Epstein

CoRR, 2017

Non-redundant Spectral Dimensionality Reduction.

[BibT_eX]

[DOI]

Yochai Blau

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

2016

Nonparametric Canonical Correlation Analysis.

[BibT_eX]

[DOI]

Weiran Wang

Karen Livescu

Proceedings of the 33nd International Conference on Machine Learning, 2016

Visualizing Image Priors.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

2015

Revealing and modifying non-local variations in a single image.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2015

2014

LMMSE Filtering in Feedback Systems With White Random Modes: Application to Tracking in Clutter.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2014

Simultaneous tracking and data association in an extended maneuvering target using the IMM methodology.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Information Fusion, 2014

Blind Deblurring Using Internal Patch Recurrence.

[BibT_eX]

[DOI]

Michal Irani

Proceedings of the Computer Vision - ECCV 2014, 2014

2013

Nonparametric Blind Super-resolution.

[BibT_eX]

[DOI]

Michal Irani

Proceedings of the IEEE International Conference on Computer Vision, 2013

2012

Partially Linear Estimation With Application to Sparse Signal Recovery From Measurement Pairs.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

Xampling at the Rate of Innovation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

Performance Bounds and Design Criteria for Estimating Finite Rate of Innovation Signals.

[BibT_eX]

[DOI]

Zvika Ben-Haim

IEEE Trans. Inf. Theory, 2012

Linear Optimal Estimation in Feedback Hybrid Systems with Application to Tracking in Clutter

[BibT_eX]

[DOI]

CoRR, 2012

Semi-Supervised Single- and Multi-Domain Regression with Multi-Domain Training

[BibT_eX]

[DOI]

Guillermo Sapiro

CoRR, 2012

Semi-supervised multi-domain regression with distinct training sets.

[BibT_eX]

[DOI]

Guillermo Sapiro

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Optimization-based recovery from rate of innovation samples.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Partially Linear Estimation with Application to Image Deblurring Using Blurred/Noisy Image Pairs.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2012

A unified approach to state estimation problems under data and model uncertainties.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Information Fusion, 2012

2011

U-Invariant Sampling: Extrapolation and Causal Interpolation From Generalized Samples.

[BibT_eX]

[DOI]

Volker Pohl

IEEE Trans. Signal Process., 2011

Hidden Relationships: Bayesian Estimation With Partial Knowledge.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2011

Partially Linear Bayesian Estimation with Application to Sparse Approximations

[BibT_eX]

[DOI]

CoRR, 2011

Causal signal recovery from U-invariant samples.

[BibT_eX]

[DOI]

Volker Pohl

Proceedings of the IEEE International Conference on Acoustics, 2011

Linear optimal state estimation in systems with independent mode transitions.

[BibT_eX]

[DOI]

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

2010

Noninvertible gabor transforms.

[BibT_eX]

[DOI]

Ewa Matusiak

IEEE Trans. Signal Process., 2010

Nonlinear and Nonideal Sampling Revisited.

[BibT_eX]

[DOI]

Tomer Faktor

IEEE Signal Process. Lett., 2010

A minimax approach to Bayesian estimation with partial knowledge of the observation model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Particle filtering based recovery of noisy GARCH processes.

[BibT_eX]

[DOI]

Israel Cohen

Proceedings of the IEEE International Conference on Acoustics, 2010

Motion blur removal in nonlinear sensors.

[BibT_eX]

[DOI]

Tomer Faktor

Proceedings of the Computational Imaging VIII, 2010

Optimization techniques in modern sampling theory.

[BibT_eX]

Proceedings of the Convex Optimization in Signal Processing and Communications., 2010

2009

High-Rate Interpolation of Random Signals From Nonideal Samples.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2009

Beyond bandlimited sampling.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2009

2008

Beyond Bandlimited Sampling: Nonlinearities, Smoothness and Sparsity

[BibT_eX]

[DOI]

CoRR, 2008

Constrained nonlinear minimum mse estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

Minimum MSE Estimation with Convex Constraints.

[BibT_eX]

[DOI]