Milanfar, Peyman

35 publications

TMLR 2025 Bigger Is Not Always Better: Scaling Properties of Latent Diffusion Models Kangfu Mei, Zhengzhong Tu, Mauricio Delbracio, Hossein Talebi, Vishal M. Patel, Peyman Milanfar

NeurIPS 2025 Kernel Density Steering: Inference-Time Scaling via Mode Seeking for Image Restoration Yuyang Hu, Kangfu Mei, Mojtaba Sahraee-Ardakan, Ulugbek S. Kamilov, Peyman Milanfar, Mauricio Delbracio

ICML 2025 Stochastic Deep Restoration Priors for Imaging Inverse Problems Yuyang Hu, Albert Peng, Weijie Gan, Peyman Milanfar, Mauricio Delbracio, Ulugbek S. Kamilov

TMLR 2025 The Diffusion Process as a Correlation Machine: Linear Denoising Insights Dana Weitzner, Mauricio Delbracio, Peyman Milanfar, Raja Giryes

CVPR 2025 The Power of Context: How Multimodality Improves Image Super-Resolution Kangfu Mei, Hossein Talebi, Mojtaba Ardakani, Vishal M. Patel, Peyman Milanfar, Mauricio Delbracio

ICCV 2025 UniRes: Universal Image Restoration for Complex Degradations Mo Zhou, Keren Ye, Mauricio Delbracio, Peyman Milanfar, Vishal M. Patel, Hossein Talebi

ICLR 2024 A Restoration Network as an Implicit Prior Yuyang Hu, Mauricio Delbracio, Peyman Milanfar, Ulugbek Kamilov

ECCV 2024 ArtVLM: Attribute Recognition Through Vision-Based Prefix Language Modeling William Yicheng Zhu, Keren Ye, Junjie Ke, Jiahui Yu, Leonidas Guibas, Peyman Milanfar, Feng Yang

CVPR 2024 CoDi: Conditional Diffusion Distillation for Higher-Fidelity and Faster Image Generation Kangfu Mei, Mauricio Delbracio, Hossein Talebi, Zhengzhong Tu, Vishal M. Patel, Peyman Milanfar

ICML 2024 Prompt-Tuning Latent Diffusion Models for Inverse Problems Hyungjin Chung, Jong Chul Ye, Peyman Milanfar, Mauricio Delbracio

ECCV 2024 SPIRE: Semantic Prompt-Driven Image Restoration Chenyang Qi, Zhengzhong Tu, Keren Ye, Mauricio Delbracio, Peyman Milanfar, Qifeng Chen, Hossein Talebi

TMLR 2023 Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration Mauricio Delbracio, Peyman Milanfar

ICCV 2023 MULLER: Multilayer Laplacian Resizer for Vision Zhengzhong Tu, Peyman Milanfar, Hossein Talebi

ICCV 2023 Multiscale Structure Guided Diffusion for Image Deblurring Mengwei Ren, Mauricio Delbracio, Hossein Talebi, Guido Gerig, Peyman Milanfar

ICCV 2023 SVDiff: Compact Parameter Space for Diffusion Fine-Tuning Ligong Han, Yinxiao Li, Han Zhang, Peyman Milanfar, Dimitris Metaxas, Feng Yang

TMLR 2023 Soft Diffusion: Score Matching with General Corruptions Giannis Daras, Mauricio Delbracio, Hossein Talebi, Alex Dimakis, Peyman Milanfar

CVPR 2023 VILA: Learning Image Aesthetics from User Comments with Vision-Language Pretraining Junjie Ke, Keren Ye, Jiahui Yu, Yonghui Wu, Peyman Milanfar, Feng Yang

CVPR 2022 Deblurring via Stochastic Refinement Jay Whang, Mauricio Delbracio, Hossein Talebi, Chitwan Saharia, Alexandros G. Dimakis, Peyman Milanfar

CVPR 2022 Deep 3D-to-2D Watermarking: Embedding Messages in 3D Meshes and Extracting Them from 2D Renderings Innfarn Yoo, Huiwen Chang, Xiyang Luo, Ondrej Stava, Ce Liu, Peyman Milanfar, Feng Yang

ICLR 2022 Interpretable Unsupervised Diversity Denoising and Artefact Removal Mangal Prakash, Mauricio Delbracio, Peyman Milanfar, Florian Jug

CVPR 2022 MAXIM: Multi-Axis MLP for Image Processing Zhengzhong Tu, Hossein Talebi, Han Zhang, Feng Yang, Peyman Milanfar, Alan Bovik, Yinxiao Li

ECCV 2022 MaxViT: Multi-Axis Vision Transformer Zhengzhong Tu, Hossein Talebi, Han Zhang, Feng Yang, Peyman Milanfar, Alan Bovik, Yinxiao Li

ICCV 2021 COMISR: Compression-Informed Video Super-Resolution Yinxiao Li, Pengchong Jin, Feng Yang, Ce Liu, Ming-Hsuan Yang, Peyman Milanfar

ICCVW 2021 High Perceptual Quality Image Denoising with a Posterior Sampling CGAN Guy Ohayon, Theo Adrai, Gregory Vaksman, Michael Elad, Peyman Milanfar

ICCV 2021 Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data Abdullah Abuolaim, Mauricio Delbracio, Damien Kelly, Michael S. Brown, Peyman Milanfar

ICCV 2021 Learning to Resize Images for Computer Vision Tasks Hossein Talebi, Peyman Milanfar

ICCV 2021 MUSIQ: Multi-Scale Image Quality Transformer Junjie Ke, Qifei Wang, Yilin Wang, Peyman Milanfar, Feng Yang

WACV 2021 Multi-Path Neural Networks for On-Device Multi-Domain Visual Classification Qifei Wang, Junjie Ke, Joshua Greaves, Grace Chu, Gabriel Bender, Luciano Sbaiz, Alec Go, Andrew Howard, Ming-Hsuan Yang, Jeff Gilbert, Peyman Milanfar, Feng Yang

ICCV 2021 Patch Craft: Video Denoising by Deep Modeling and Patch Matching Gregory Vaksman, Michael Elad, Peyman Milanfar

CVPR 2021 Rich Features for Perceptual Quality Assessment of UGC Videos Yilin Wang, Junjie Ke, Hossein Talebi, Joong Gon Yim, Neil Birkbeck, Balu Adsumilli, Peyman Milanfar, Feng Yang

CVPRW 2020 LIDIA: Lightweight Learned Image Denoising with Instance Adaptation Gregory Vaksman, Michael Elad, Peyman Milanfar

CVPRW 2014 Space-Variant Image Deblurring on Smartphones Using Inertial Sensors Ondrej Sindelar, Filip Sroubek, Peyman Milanfar

ECCV 2012 Deconvolving PSFs for a Better Motion Deblurring Using Multiple Images Xiang Zhu, Filip Sroubek, Peyman Milanfar

ICCV 2009 Detection of Human Actions from a Single Example Hae Jong Seo, Peyman Milanfar

CVPRW 2009 Nonparametric Bottom-up Saliency Detection by Self-Resemblance Hae Jong Seo, Peyman Milanfar