Peyman Milanfar
26 papers · 2020–2025 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (35) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π¬
Deep Specialist
(12)
π€
Dynamic Duo
(12)
π§
Keyword Pioneer
β‘
Prolific Year Β· Productive
π₯
Unstoppable Β· Bronze
ποΈ
Keyword Collector
(109)
π
Century Club Β· Bronze
Top co-authors
Research topics
Deep Learning
(19)
Computer Vision
(17)
Processing
(16)
Machine Learning
(10)
Models
(9)
Application Areas
(7)
Architectures
(7)
Techniques
(5)
Learning Types Β· Machine Learning
(4)
Learning Types Β· Deep Learning
(4)
Generation
(3)
Optimization & Theory
(3)
Core Methods
(2)
Artificial Intelligence
(1)
Analysis
(1)
Keywords
image restoration
(7)
diffusion model
(5)
perceptual quality
(4)
convolutional neural network
(4)
image deblurring
(3)
deep learning
(3)
image generation
(2)
image classification
(2)
neural network
(2)
knowledge distillation
(2)
parameter efficiency
(2)
super resolution
(2)
model compression
(2)
image denoising
(2)
inverse problem
(2)
latent diffusion model
(2)
conditional generation
(1)
image dehazing
(1)
depth estimation
(1)
multimodal learning
(1)
Papers
Stochastic Deep Restoration Priors for Imaging Inverse Problems
ICML 2025
The Power of Context: How Multimodality Improves Image Super-Resolution
CVPR 2025
UniRes: Universal Image Restoration for Complex Degradations
ICCV 2025
A Restoration Network as an Implicit Prior
ICLR 2024
ArtVLM: Attribute Recognition Through Vision-Based Prefix Language Modeling
ECCV 2024
CoDi: Conditional Diffusion Distillation for Higher-Fidelity and Faster Image Generation
CVPR 2024
Prompt-tuning Latent Diffusion Models for Inverse Problems
ICML 2024
SPIRE: Semantic Prompt-Driven Image Restoration
ECCV 2024
MULLER: Multilayer Laplacian Resizer for Vision
ICCV 2023
Multiscale Structure Guided Diffusion for Image Deblurring
ICCV 2023
SVDiff: Compact Parameter Space for Diffusion Fine-Tuning
ICCV 2023
VILA: Learning Image Aesthetics From User Comments With Vision-Language Pretraining
CVPR 2023
Deblurring via Stochastic Refinement
CVPR 2022
Deep 3D-to-2D Watermarking: Embedding Messages in 3D Meshes and Extracting Them From 2D Renderings
CVPR 2022
Interpretable Unsupervised Diversity Denoising and Artefact Removal
ICLR 2022
MAXIM: Multi-Axis MLP for Image Processing
CVPR 2022
MaxViT: Multi-axis Vision Transformer
ECCV 2022
COMISR: Compression-Informed Video Super-Resolution
ICCV 2021
Learning To Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data
ICCV 2021
Learning To Resize Images for Computer Vision Tasks
ICCV 2021
Multi-Path Neural Networks for On-Device Multi-Domain Visual Classification
WACV 2021
MUSIQ: Multi-Scale Image Quality Transformer
ICCV 2021
Patch Craft: Video Denoising by Deep Modeling and Patch Matching
ICCV 2021
Rich Features for Perceptual Quality Assessment of UGC Videos
CVPR 2021
Distortion Agnostic Deep Watermarking
CVPR 2020
GIFnets: Differentiable GIF Encoding Framework
CVPR 2020