Michal Irani
26 papers · 2006–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (49) π Academic Marathon Β· Full π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
π±
Topic Pioneer
π
Keyword Trendsetter Combo
(5)
π§¬
Topic Evolution
π
Keyword Champion
π§
Keyword Pioneer
π
Trend Setter
π₯
Unstoppable Β· Silver
β‘
Prolific Year Β· Productive
ποΈ
Keyword Collector
(115)
π
Renaissance Researcher
(7)
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Century Club Β· Bronze
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Conference Pioneer
Top co-authors
Research topics
Computer Vision
(17)
Machine Learning
(16)
Deep Learning
(14)
Learning Types Β· Machine Learning
(10)
Processing
(10)
Core Methods
(7)
Generation
(7)
Learning Types Β· Deep Learning
(7)
Models
(7)
Artificial Intelligence
(4)
Optimization & Theory
(4)
Application Areas
(3)
Architectures
(3)
Core AI
(3)
Natural Language Processing
(2)
Keywords
image restoration
(4)
image generation
(4)
generative adversarial network
(4)
image reconstruction
(3)
diffusion model
(3)
unsupervised learning
(3)
internal learning
(2)
blind super-resolution
(2)
image segmentation
(2)
convolutional neural network
(2)
image manipulation
(2)
kernel estimation
(2)
single image
(2)
patch recurrence
(2)
text-to-image generation
(2)
data reconstruction
(2)
zero-shot learning
(2)
image denoising
(2)
feature extraction
(1)
classification
(1)
Papers
DocReRank: Single-Page Hard Negative Query Generation for Training Multi-Modal RAG Rerankers
EMNLP 2025
The Hidden Language of Diffusion Models
ICLR 2024
Deconstructing Data Reconstruction: Multiclass, Weight Decay and General Losses
NeurIPS 2023
Imagic: Text-Based Real Image Editing With Diffusion Models
CVPR 2023
SinFusion: Training Diffusion Models on a Single Image or Video
ICML 2023
Teaching CLIP to Count to Ten
ICCV 2023
Combining Internal and External Constraints for Unrolling Shutter in Videos
ECCV 2022
Diverse Generation from a Single Video Made Possible
ECCV 2022
Drop the GAN: In Defense of Patches Nearest Neighbors As Single Image Generative Models
CVPR 2022
Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noise Images
ICML 2022
Reconstructing Training Data From Trained Neural Networks
NeurIPS 2022
Explaining in Style: Training a GAN To Explain a Classifier in StyleSpace
ICCV 2021
Across Scales & Across Dimensions: Temporal Super-Resolution using Deep Internal Learning
ECCV 2020
Semantic Pyramid for Image Generation
CVPR 2020
SpeedNet: Learning the Speediness in Videos
CVPR 2020
Blind Super-Resolution Kernel Estimation using an Internal-GAN
NeurIPS 2019
"Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-Priors
CVPR 2019
From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI
NeurIPS 2019
InGAN: Capturing and Retargeting the "DNA" of a Natural Image
ICCV 2019
βZero-Shotβ Super-Resolution Using Deep Internal Learning
CVPR 2018
Non-Uniform Blind Deblurring by Reblurring
ICCV 2017
Needle-Match: Reliable Patch Matching Under High Uncertainty
CVPR 2016
Co-segmentation by Composition
ICCV 2013
Nonparametric Blind Super-resolution
ICCV 2013
Separating Signal from Noise Using Patch Recurrence across Scales
CVPR 2013
Similarity by Composition
NeurIPS 2006