Michal Irani

Affiliations:
  • Weizmann Institute of Science, Rehovot, Israel


According to our database1, Michal Irani authored at least 112 papers between 1990 and 2024.

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Bibliography

2024
Reconstructing Training Data From Real World Models Trained with Transfer Learning.
CoRR, 2024

The Wisdom of a Crowd of Brains: A Universal Brain Encoder.
CoRR, 2024

The Hidden Language of Diffusion Models.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
Reconstructing Training Data from Multiclass Neural Networks.
CoRR, 2023

Deconstructing Data Reconstruction: Multiclass, Weight Decay and General Losses.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

SinFusion: Training Diffusion Models on a Single Image or Video.
Proceedings of the International Conference on Machine Learning, 2023

Teaching CLIP to Count to Ten.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Imagic: Text-Based Real Image Editing with Diffusion Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Self-supervised Natural Image Reconstruction and Large-scale Semantic Classification from Brain Activity.
NeuroImage, 2022

A Penny for Your (visual) Thoughts: Self-Supervised Reconstruction of Natural Movies from Brain Activity.
CoRR, 2022

Diverse Video Generation from a Single Video.
CoRR, 2022

Self-Distilled StyleGAN: Towards Generation from Internet Photos.
Proceedings of the SIGGRAPH '22: Special Interest Group on Computer Graphics and Interactive Techniques Conference, Vancouver, BC, Canada, August 7, 2022

Reconstructing Training Data From Trained Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noise Images.
Proceedings of the International Conference on Machine Learning, 2022

Combining Internal and External Constraints for Unrolling Shutter in Videos.
Proceedings of the Computer Vision - ECCV 2022, 2022

Diverse Generation from a Single Video Made Possible.
Proceedings of the Computer Vision - ECCV 2022, 2022

"Deep Internal Learning": Deep Learning and Visual Inference without Prior Examples.
Proceedings of the 3rd International Conference on Deep Learning Theory and Applications, 2022

Drop the GAN: In Defense of Patches Nearest Neighbors as Single Image Generative Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
More than meets the eye: Self-supervised depth reconstruction from brain activity.
CoRR, 2021

Explaining in Style: Training a GAN to explain a classifier in StyleSpace.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020
From Discrete to Continuous Convolution Layers.
CoRR, 2020

Across Scales \& Across Dimensions: Temporal Super-Resolution using Deep Internal Learning.
CoRR, 2020

Across Scales and Across Dimensions: Temporal Super-Resolution Using Deep Internal Learning.
Proceedings of the Computer Vision - ECCV 2020, 2020

Semantic Pyramid for Image Generation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

SpeedNet: Learning the Speediness in Videos.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
"Blind" visual inference <i>by composition</i>.
Pattern Recognit. Lett., 2019

Natural and Adversarial Error Detection using Invariance to Image Transformations.
CoRR, 2019

Blind Super-Resolution Kernel Estimation using an Internal-GAN.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Unsupervised Internal Learning.
Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

AIM 2019 Challenge on Real-World Image Super-Resolution: Methods and Results.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

InGAN: Capturing and Retargeting the "DNA" of a Natural Image.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

"Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-Priors.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Perceptual Dominance in Brief Presentations of Mixed Images: Human Perception vs. Deep Neural Networks.
Frontiers Comput. Neurosci., 2018

Internal Distribution Matching for Natural Image Retargeting.
CoRR, 2018

"Zero-Shot" Super-Resolution Using Deep Internal Learning.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Non-uniform Blind Deblurring by Reblurring.
Proceedings of the IEEE International Conference on Computer Vision, 2017

2016
Temporal-Needle: A view and appearance invariant video descriptor.
CoRR, 2016

Blind dehazing using internal patch recurrence.
Proceedings of the 2016 IEEE International Conference on Computational Photography, 2016

Needle-Match: Reliable Patch Matching under High Uncertainty.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Revealing and modifying non-local variations in a single image.
ACM Trans. Graph., 2015

2014
"Clustering by Composition" - Unsupervised Discovery of Image Categories.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Blind Deblurring Using Internal Patch Recurrence.
Proceedings of the Computer Vision - ECCV 2014, 2014

Video Segmentation by Non-Local Consensus voting.
Proceedings of the British Machine Vision Conference, 2014

2013
Nonparametric Blind Super-resolution.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Co-segmentation by Composition.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Combining the power of Internal and External denoising.
Proceedings of the IEEE International Conference on Computational Photography, 2013

Separating Signal from Noise Using Patch Recurrence across Scales.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2011
Internal statistics of a single natural image.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Space-time super-resolution from a single video.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

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

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

2009
Super-resolution from a single image.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

2008
What Is a Good Image Segment? A Unified Approach to Segment Extraction.
Proceedings of the Computer Vision, 2008

Summarizing visual data using bidirectional similarity.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

In defense of Nearest-Neighbor based image classification.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Space-Time Completion of Video.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Space-Time Behavior-Based Correlation - OR - How to Tell If Two Underlying Motion Fields Are Similar Without Computing Them?
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Actions as Space-Time Shapes.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Detecting Irregularities in Images and in Video.
Int. J. Comput. Vis., 2007

Seeing the Invisible and Predicting the Unexpected.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Matching Local Self-Similarities across Images and Videos.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Statistical Analysis of Dynamic Actions.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Multi-body Factorization with Uncertainty: Revisiting Motion Consistency.
Int. J. Comput. Vis., 2006

On Single-Sequence and Multi-Sequence Factorizations.
Int. J. Comput. Vis., 2006

Feature-Based Sequence-to-Sequence Matching.
Int. J. Comput. Vis., 2006

Similarity by Composition.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Aligning Sequences and Actions by Maximizing Space-Time Correlations.
Proceedings of the Computer Vision, 2006

2005
Space-Time Super-Resolution.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Separating Transparent Layers of Repetitive Dynamic Behaviors.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Space-Time Behavior Based Correlation.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004
Temporal Factorization vs. Spatial Factorization.
Proceedings of the Computer Vision, 2004

Separating Transparent Layers through Layer Information Exchange.
Proceedings of the Computer Vision, 2004

Space-Time Video Completion.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003
Degeneracies, Dependencies and their Implications in Multi-body and Multi-Sequence Factorizations.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002
Multiview Constraints on Homographies.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

Direct Recovery of Planar-Parallax from Multiple Frames.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

Spatio-Temporal Alignment of Sequences.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

Multi-Frame Correspondence Estimation Using Subspace Constraints.
Int. J. Comput. Vis., 2002

Aligning Non-Overlapping Sequences.
Int. J. Comput. Vis., 2002

Factorization with Uncertainty.
Int. J. Comput. Vis., 2002

Increasing Space-Time Resolution in Video.
Proceedings of the Computer Vision, 2002

What Does the Scene Look Like from a Scene Point?
Proceedings of the Computer Vision, 2002

2001
Alignment of Non-Overlapping Sequences.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Event-Based Analysis of Video.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Multi-Frame Estimation of Planar Motion.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

Step towards Sequence-to-Sequence Alignment.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999
About Direct Methods.
Proceedings of the Vision Algorithms: Theory and Practice, 1999

Multi-View Subspace Constraints on Homographies.
Proceedings of the International Conference on Computer Vision, 1999

Multi-Frame Optical Flow Estimation using Subspace Constraints.
Proceedings of the International Conference on Computer Vision, 1999

Multi-Frame Alignment of Planes.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998
Video indexing based on mosaic representations.
Proc. IEEE, 1998

A Unified Approach to Moving Object Detection in 2D and 3D Scenes.
IEEE Trans. Pattern Anal. Mach. Intell., 1998

From Ordinal to Euclidean Reconstruction with Partial Scene Calibration.
Proceedings of the 3D Structure from Multiple Images of Large-Scale Environments, 1998

Robust Multi-Sensor Image Alignment.
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

From Reference Frames to Reference Planes: Multi-View Parallax Geometry and Applications.
Proceedings of the Computer Vision, 1998

1997
Recovery of Ego-Motion Using Region Alignment.
IEEE Trans. Pattern Anal. Mach. Intell., 1997

Interactive content-based video indexing and browsing.
Proceedings of the First IEEE Workshop on Multimedia Signal Processing, 1997

1996
Efficient representations of video sequences and their applications.
Signal Process. Image Commun., 1996

Parallax Geometry of Pairs of Points for 3D Scene Analysis.
Proceedings of the Computer Vision, 1996

1995
Video compression using mosaic representations.
Signal Process. Image Commun., 1995

Video as an image data source: efficient representations and applications.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Mosaic Based Representations of Video Sequences and Their Applications.
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995

1994
Computing occluding and transparent motions.
Int. J. Comput. Vis., 1994

Recovery of ego-motion using image stabilization.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

1993
Isolating multiple 2D image motions for image enhancement and for 3D motion analysis (בדוד תנועות דו-ממדיות מרבות בתמונות לצרך שפור איכות התמונות ולאנליזה של תנועה תלת-ממדית.).
PhD thesis, 1993

Motion Analysis for Image Enhancement: Resolution, Occlusion, and Transparency.
J. Vis. Commun. Image Represent., 1993

Robust Recovery of Ego-Motion.
Proceedings of the Computer Analysis of Images and Patterns, 5th International Conference, 1993

1992
Detecting and Tracking Multiple Moving Objects Using Temporal Integration.
Proceedings of the Computer Vision, 1992

Image sequence enhancement using multiple motions analysis.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992

1991
Improving resolution by image registration.
CVGIP Graph. Model. Image Process., 1991

1990
Super resolution from image sequences.
Proceedings of the 10th IAPR International Conference on Pattern Recognition, 1990


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