Peyman Milanfar

26 papers · 2020–2025 · 6 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (30) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (6) 🏃 Academic Marathon (5) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 🔬 Deep Specialist (10) 🤝 Dynamic Duo (12) 🔥 Unstoppable (6) 🗃️ Keyword Collector (93) 💎 Century Club (26) ⚡ Prolific Year (5)

Conferences

CVPR (9) ICCV (9) ECCV (3) ICLR (2) ICML (2) WACV (1)

Top co-authors

Feng Yang (12) Hossein Talebi (11) Mauricio Delbracio (11) Zhengzhong Tu (5) Junjie Ke (5) Yinxiao Li (4) Keren Ye (4) Vishal M. Patel (3) Xiyang Luo (3) Yilin Wang (3)

Keywords

image restoration (6) diffusion model (5) perceptual quality (4) convolutional neural network (4) deep learning (3) image deblurring (3) image generation (2) model compression (2) knowledge distillation (2) image classification (2) parameter efficiency (2) conditional generation (1) image dehazing (1) video super-resolution (1) depth estimation (1) multimodal learning (1) image compression (1) vision transformer (1) adversarial training (1) neural architecture search (1)

Papers

The Power of Context: How Multimodality Improves Image Super-Resolution CVPR 2025

UniRes: Universal Image Restoration for Complex Degradations ICCV 2025

Stochastic Deep Restoration Priors for Imaging Inverse Problems ICML 2025

Prompt-tuning Latent Diffusion Models for Inverse Problems ICML 2024

CoDi: Conditional Diffusion Distillation for Higher-Fidelity and Faster Image Generation CVPR 2024

A Restoration Network as an Implicit Prior ICLR 2024

SPIRE: Semantic Prompt-Driven Image Restoration ECCV 2024

ArtVLM: Attribute Recognition Through Vision-Based Prefix Language Modeling ECCV 2024

VILA: Learning Image Aesthetics From User Comments With Vision-Language Pretraining CVPR 2023

Multiscale Structure Guided Diffusion for Image Deblurring ICCV 2023

MULLER: Multilayer Laplacian Resizer for Vision ICCV 2023

SVDiff: Compact Parameter Space for Diffusion Fine-Tuning ICCV 2023

Interpretable Unsupervised Diversity Denoising and Artefact Removal ICLR 2022

Deblurring via Stochastic Refinement CVPR 2022

MAXIM: Multi-Axis MLP for Image Processing CVPR 2022

Deep 3D-to-2D Watermarking: Embedding Messages in 3D Meshes and Extracting Them From 2D Renderings CVPR 2022

MaxViT: Multi-axis Vision Transformer ECCV 2022

Multi-Path Neural Networks for On-Device Multi-Domain Visual Classification WACV 2021

Rich Features for Perceptual Quality Assessment of UGC Videos CVPR 2021

Patch Craft: Video Denoising by Deep Modeling and Patch Matching ICCV 2021

COMISR: Compression-Informed Video Super-Resolution ICCV 2021

Learning To Resize Images for Computer Vision Tasks ICCV 2021

Learning To Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data ICCV 2021

MUSIQ: Multi-Scale Image Quality Transformer ICCV 2021

GIFnets: Differentiable GIF Encoding Framework CVPR 2020

Distortion Agnostic Deep Watermarking CVPR 2020