Peyman Milanfar

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 108

Top Venues

CoRR

ICIP

IEEE Trans. Image Process.

ICCV

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Yuyang Hu, Mauricio Delbracio, Peyman Milanfar, Ulugbek Kamilov
A Restoration Network as an Implicit Prior. ICLR (2024)
Kangfu Mei, Zhengzhong Tu, Mauricio Delbracio, Hossein Talebi, Vishal M. Patel, Peyman Milanfar
Bigger is not Always Better: Scaling Properties of Latent Diffusion Models. CoRR (2024)
Chenyang Qi, Zhengzhong Tu, Keren Ye, Mauricio Delbracio, Peyman Milanfar, Qifeng Chen, Hossein Talebi
TIP: Text-Driven Image Processing with Semantic and Restoration Instructions. CoRR (2023)
Hyungjin Chung, Jong Chul Ye, Peyman Milanfar, Mauricio Delbracio
Prompt-tuning latent diffusion models for inverse problems. CoRR (2023)
Kangfu Mei, Mauricio Delbracio, Hossein Talebi, Zhengzhong Tu, Vishal M. Patel, Peyman Milanfar
Conditional Diffusion Distillation. CoRR (2023)
Zhengzhong Tu, Peyman Milanfar, Hossein Talebi
MULLER: Multilayer Laplacian Resizer for Vision. CoRR (2023)
Junjie Ke, Tianhao Zhang, Yilin Wang, Peyman Milanfar, Feng Yang
MRET: Multi-resolution Transformer for Video Quality Assessment. CoRR (2023)
Mengwei Ren, Mauricio Delbracio, Hossein Talebi, Guido Gerig, Peyman Milanfar
Multiscale Structure Guided Diffusion for Image Deblurring. ICCV (2023)
Zhengzhong Tu, Peyman Milanfar, Hossein Talebi
MULLER: Multilayer Laplacian Resizer for Vision. ICCV (2023)
Ligong Han, Yinxiao Li, Han Zhang, Peyman Milanfar, Dimitris N. Metaxas, Feng Yang
SVDiff: Compact Parameter Space for Diffusion Fine-Tuning. CoRR (2023)
Ligong Han, Yinxiao Li, Han Zhang, Peyman Milanfar, Dimitris N. Metaxas, Feng Yang
SVDiff: Compact Parameter Space for Diffusion Fine-Tuning. ICCV (2023)
Mauricio Delbracio, Peyman Milanfar
Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration. CoRR (2023)
Mauricio Delbracio, Peyman Milanfar
Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration. Trans. Mach. Learn. Res. 2023 (2023)
Junjie Ke, Keren Ye, Jiahui Yu, Yonghui Wu, Peyman Milanfar, Feng Yang
VILA: Learning Image Aesthetics from User Comments with Vision-Language Pretraining. CoRR (2023)
Giannis Daras, Mauricio Delbracio, Hossein Talebi, Alex Dimakis, Peyman Milanfar
Soft Diffusion: Score Matching with General Corruptions. Trans. Mach. Learn. Res. 2023 (2023)
Junjie Ke, Keren Ye, Jiahui Yu, Yonghui Wu, Peyman Milanfar, Feng Yang
VILA: Learning Image Aesthetics from User Comments with Vision-Language Pretraining. CVPR (2023)
Mangal Prakash, Mauricio Delbracio, Peyman Milanfar, Florian Jug
Interpretable Unsupervised Diversity Denoising and Artefact Removal. ICLR (2022)
Zhengzhong Tu, Hossein Talebi, Han Zhang, Feng Yang, Peyman Milanfar, Alan C. Bovik, Yinxiao Li
MAXIM: Multi-Axis MLP for Image Processing. CVPR (2022)
Zhengzhong Tu, Hossein Talebi, Han Zhang, Feng Yang, Peyman Milanfar, Alan Bovik, Yinxiao Li
MAXIM: Multi-Axis MLP for Image Processing. CoRR (2022)
Mengwei Ren, Mauricio Delbracio, Hossein Talebi, Guido Gerig, Peyman Milanfar
Image Deblurring with Domain Generalizable Diffusion Models. CoRR (2022)
Innfarn Yoo, Huiwen Chang, Xiyang Luo, Ondrej Stava, Ce Liu, Peyman Milanfar, Feng Yang
Deep 3D-to-2D Watermarking: Embedding Messages in 3D Meshes and Extracting Them from 2D Renderings. CVPR (2022)
Giannis Daras, Mauricio Delbracio, Hossein Talebi, Alexandros G. Dimakis, Peyman Milanfar
Soft Diffusion: Score Matching for General Corruptions. CoRR (2022)
Zhengzhong Tu, Hossein Talebi, Han Zhang, Feng Yang, Peyman Milanfar, Alan C. Bovik, Yinxiao Li
MaxViT: Multi-axis Vision Transformer. ECCV (24) (2022)
Zhengzhong Tu, Hossein Talebi, Han Zhang, Feng Yang, Peyman Milanfar, Alan C. Bovik, Yinxiao Li
MaxViT: Multi-Axis Vision Transformer. CoRR (2022)
Jay Whang, Mauricio Delbracio, Hossein Talebi, Chitwan Saharia, Alexandros G. Dimakis, Peyman Milanfar
Deblurring via Stochastic Refinement. CVPR (2022)
Hossein Talebi, Peyman Milanfar
Learning to Resize Images for Computer Vision Tasks. CoRR (2021)
Juan Carlos Mier, Eddie Huang, Hossein Talebi, Feng Yang, Peyman Milanfar
Deep Perceptual Image Quality Assessment for Compression. ICIP (2021)
Hossein Talebi Esfandarani, Damien Kelly, Xiyang Luo, Ignacio Garcia-Dorado, Feng Yang, Peyman Milanfar, Michael Elad
Better Compression With Deep Pre-Editing. IEEE Trans. Image Process. 30 (2021)
Guy Ohayon, Theo Adrai, Gregory Vaksman, Michael Elad, Peyman Milanfar
High Perceptual Quality Image Denoising with a Posterior Sampling CGAN. CoRR (2021)
Qifei Wang, Junjie Ke, Joshua Greaves, Grace Chu, Gabriel Bender, Luciano Sbaiz, Alec Go, Andrew G. Howard, Ming-Hsuan Yang, Jeff Gilbert, Peyman Milanfar, Feng Yang
Multi-path Neural Networks for On-device Multi-domain Visual Classification. WACV (2021)
Mauricio Delbracio, Damien Kelly, Michael S. Brown, Peyman Milanfar
Mobile Computational Photography: A Tour. CoRR (2021)
Jay Whang, Mauricio Delbracio, Hossein Talebi, Chitwan Saharia, Alexandros G. Dimakis, Peyman Milanfar
Deblurring via Stochastic Refinement. CoRR (2021)
Junjie Ke, Qifei Wang, Yilin Wang, Peyman Milanfar, Feng Yang
MUSIQ: Multi-scale Image Quality Transformer. ICCV (2021)
Juan Carlos Mier, Eddie Huang, Hossein Talebi, Feng Yang, Peyman Milanfar
Deep Perceptual Image Quality Assessment for Compression. CoRR (2021)
Guy Ohayon, Theo Adrai, Gregory Vaksman, Michael Elad, Peyman Milanfar
High Perceptual Quality Image Denoising with a Posterior Sampling CGAN. ICCVW (2021)
Hossein Talebi, Peyman Milanfar
Learning to Resize Images for Computer Vision Tasks. ICCV (2021)
Mangal Prakash, Mauricio Delbracio, Peyman Milanfar, Florian Jug
Removing Pixel Noises and Spatial Artifacts with Generative Diversity Denoising Methods. CoRR (2021)
Gregory Vaksman, Michael Elad, Peyman Milanfar
Patch Craft: Video Denoising by Deep Modeling and Patch Matching. CoRR (2021)
Yilin Wang, Junjie Ke, Hossein Talebi, Joong Gon Yim, Neil Birkbeck, Balu Adsumilli, Peyman Milanfar, Feng Yang
Rich Features for Perceptual Quality Assessment of UGC Videos. CVPR (2021)
Pascal Tom Getreuer, Peyman Milanfar, Xiyang Luo
Solving Image PDEs with a Shallow Network. CoRR (2021)
Yinxiao Li, Pengchong Jin, Feng Yang, Ce Liu, Ming-Hsuan Yang, Peyman Milanfar
COMISR: Compression-Informed Video Super-Resolution. CoRR (2021)
Mauricio Delbracio, Ignacio Garcia-Dorado, Sungjoon Choi, Damien Kelly, Peyman Milanfar
Polyblur: Removing Mild Blur by Polynomial Reblurring. IEEE Trans. Computational Imaging 7 (2021)
Mauricio Delbracio, Hossein Talebi, Peyman Milanfar
Projected Distribution Loss for Image Enhancement. ICCP (2021)
Abdullah Abuolaim, Mauricio Delbracio, Damien Kelly, Michael S. Brown, Peyman Milanfar
Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data. ICCV (2021)
Xiyang Luo, Hossein Talebi, Feng Yang, Michael Elad, Peyman Milanfar
The Rate-Distortion-Accuracy Tradeoff: JPEG Case Study. DCC (2021)
Meyer Scetbon, Michael Elad, Peyman Milanfar
Deep K-SVD Denoising. IEEE Trans. Image Process. 30 (2021)
Xiyang Luo, Yinxiao Li, Huiwen Chang, Ce Liu, Peyman Milanfar, Feng Yang
DVMark: A Deep Multiscale Framework for Video Watermarking. CoRR (2021)
Innfarn Yoo, Huiwen Chang, Xiyang Luo, Ondrej Stava, Ce Liu, Peyman Milanfar, Feng Yang
Deep 3D-to-2D Watermarking: Embedding Messages in 3D Meshes and Extracting Them from 2D Renderings. CoRR (2021)
Yinxiao Li, Pengchong Jin, Feng Yang, Ce Liu, Ming-Hsuan Yang, Peyman Milanfar
COMISR: Compression-Informed Video Super-Resolution. ICCV (2021)
Regev Cohen, Michael Elad, Peyman Milanfar
Regularization by Denoising via Fixed-Point Projection (RED-PRO). SIAM J. Imaging Sci. 14 (3) (2021)
Gregory Vaksman, Michael Elad, Peyman Milanfar
Patch Craft: Video Denoising by Deep Modeling and Patch Matching. ICCV (2021)
Junjie Ke, Qifei Wang, Yilin Wang, Peyman Milanfar, Feng Yang
MUSIQ: Multi-scale Image Quality Transformer. CoRR (2021)
Abdullah Abuolaim, Mauricio Delbracio, Damien Kelly, Michael S. Brown, Peyman Milanfar
Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data. CoRR (2020)
Xiang Zhu, Hossein Talebi, Xinwei Shi, Feng Yang, Peyman Milanfar
Super-Resolving Commercial Satellite Imagery Using Realistic Training Data. CoRR (2020)
Xiyang Luo, Ruohan Zhan, Huiwen Chang, Feng Yang, Peyman Milanfar
Distortion Agnostic Deep Watermarking. CoRR (2020)
Gregory Vaksman, Michael Elad, Peyman Milanfar
LIDIA: Lightweight Learned Image Denoising with Instance Adaptation. CVPR Workshops (2020)
Xiang Zhu, Hossein Talebi, Xinwei Shi, Feng Yang, Peyman Milanfar
Super-Resolving Commercial Satellite Imagery Using Realistic Training Data. ICIP (2020)
Mauricio Delbracio, Hossein Talebi, Peyman Milanfar
Projected Distribution Loss for Image Enhancement. CoRR (2020)
Innfarn Yoo, Xiyang Luo, Yilin Wang, Feng Yang, Peyman Milanfar
GIFnets: Differentiable GIF Encoding Framework. CVPR (2020)
Ignacio Garcia-Dorado, Pascal Getreuer, Bartlomiej Wronski, Peyman Milanfar
Image stylisation: from predefined to personalised. IET Comput. Vis. 14 (6) (2020)
Hossein Talebi, Ehsan Amid, Peyman Milanfar, Manfred K. Warmuth
Rank-smoothed Pairwise Learning In Perceptual Quality Assessment. CoRR (2020)
Hossein Talebi, Ehsan Amid, Peyman Milanfar, Manfred K. Warmuth
Rank-Smoothed Pairwise Learning In Perceptual Quality Assessment. ICIP (2020)
Mauricio Delbracio, Ignacio Garcia-Dorado, Sungjoon Choi, Damien Kelly, Peyman Milanfar
Polyblur: Removing mild blur by polynomial reblurring. CoRR (2020)
Xiyang Luo, Hossein Talebi, Feng Yang, Michael Elad, Peyman Milanfar
The Rate-Distortion-Accuracy Tradeoff: JPEG Case Study. CoRR (2020)
Hossein Talebi, Damien Kelly, Xiyang Luo, Ignacio Garcia-Dorado, Feng Yang, Peyman Milanfar, Michael Elad
Better Compression with Deep Pre-Editing. CoRR (2020)
Qifei Wang, Junjie Ke, Joshua Greaves, Grace Chu, Gabriel Bender, Luciano Sbaiz, Alec Go, Andrew Howard, Feng Yang, Ming-Hsuan Yang, Jeff Gilbert, Peyman Milanfar
Multi-path Neural Networks for On-device Multi-domain Visual Classification. CoRR (2020)
Regev Cohen, Michael Elad, Peyman Milanfar
Regularization by Denoising via Fixed-Point Projection (RED-PRO). CoRR (2020)
Xiyang Luo, Ruohan Zhan, Huiwen Chang, Feng Yang, Peyman Milanfar
Distortion Agnostic Deep Watermarking. CVPR (2020)
Innfarn Yoo, Xiyang Luo, Yilin Wang, Feng Yang, Peyman Milanfar
GIFnets: Differentiable GIF Encoding Framework. CoRR (2020)
Ignacio Garcia-Dorado, Pascal Getreuer, Bartlomiej Wronski, Peyman Milanfar
Image Stylization: From Predefined to Personalized. CoRR (2020)
David Berthelot, Peyman Milanfar, Ian J. Goodfellow
Creating High Resolution Images with a Latent Adversarial Generator. CoRR (2020)
Bartlomiej Wronski, Ignacio Garcia-Dorado, Manfred Ernst, Damien Kelly, Michael Krainin, Chia-Kai Liang, Marc Levoy, Peyman Milanfar
Handheld multi-frame super-resolution. ACM Trans. Graph. 38 (4) (2019)
Frank Ong, Peyman Milanfar, Pascal Getreuer
Local Kernels That Approximate Bayesian Regularization and Proximal Operators. IEEE Trans. Image Process. 28 (6) (2019)
Gary Mataev, Michael Elad, Peyman Milanfar
DeepRED: Deep Image Prior Powered by RED. CoRR (2019)
Bartlomiej Wronski, Ignacio Garcia-Dorado, Manfred Ernst, Damien Kelly, Michael Krainin, Chia-Kai Liang, Marc Levoy, Peyman Milanfar
Handheld Multi-Frame Super-Resolution. CoRR (2019)
Meyer Scetbon, Michael Elad, Peyman Milanfar
Deep K-SVD Denoising. CoRR (2019)
Gregory Vaksman, Michael Elad, Peyman Milanfar
Low-Weight and Learnable Image Denoising. CoRR (2019)
Frank Ong, Peyman Milanfar, Pascal Getreuer
Local Kernels that Approximate Bayesian Regularization and Proximal Operators. CoRR (2018)
Peyman Milanfar
Rendition: Reclaiming What a Black Box Takes Away. SIAM J. Imaging Sci. 11 (4) (2018)
Peyman Milanfar
Rendition: Reclaiming what a black box takes away. CoRR (2018)
Theodore B. Dubose, David Cunefare, Elijah Cole, Peyman Milanfar, Joseph A. Izatt, Sina Farsiu
Statistical Models of Signal and Noise and Fundamental Limits of Segmentation Accuracy in Retinal Optical Coherence Tomography. IEEE Trans. Medical Imaging 37 (9) (2018)
Sungjoon Choi, John Isidoro, Pascal Getreuer, Peyman Milanfar
Fast, Trainable, Multiscale Denoising. ICIP (2018)
Hossein Talebi Esfandarani, Peyman Milanfar
NIMA: Neural Image Assessment. IEEE Trans. Image Process. 27 (8) (2018)
Sungjoon Choi, John Isidoro, Pascal Getreuer, Peyman Milanfar
Fast, Trainable, Multiscale Denoising. CoRR (2018)
Yaniv Romano, Michael Elad, Peyman Milanfar
RED-UCATION: A Novel CNN Architecture Based on Denoising Nonlinearities. ICASSP (2018)
Pascal Getreuer, Ignacio Garcia-Dorado, John Isidoro, Sungjoon Choi, Frank Ong, Peyman Milanfar
BLADE: Filter learning for general purpose computational photography. ICCP (2018)
Hossein Talebi Esfandarani, Peyman Milanfar
Learned perceptual image enhancement. ICCP (2018)
Michael Elad, Peyman Milanfar
Style Transfer Via Texture Synthesis. IEEE Trans. Image Process. 26 (5) (2017)
Sujoy Kumar Biswas, Peyman Milanfar
Linear Support Tensor Machine With LSK Channels: Pedestrian Detection in Thermal Infrared Images. IEEE Trans. Image Process. 26 (9) (2017)
Hossein Talebi Esfandarani, Peyman Milanfar
NIMA: Neural Image Assessment. CoRR (2017)
Ignacio Garcia-Dorado, Pascal Getreuer, Madison Le, Robin Debreuil, Alex Kauffmann, Peyman Milanfar
Graphic Narrative with Interactive Stylization Design. CoRR (2017)
Yaniv Romano, John Isidoro, Peyman Milanfar
RAISR: Rapid and Accurate Image Super Resolution. IEEE Trans. Computational Imaging 3 (1) (2017)
Hossein Talebi Esfandarani, Peyman Milanfar
Learned Perceptual Image Enhancement. CoRR (2017)
Yaniv Romano, Michael Elad, Peyman Milanfar
The Little Engine That Could: Regularization by Denoising (RED). SIAM J. Imaging Sci. 10 (4) (2017)
Pascal Getreuer, Ignacio Garcia-Dorado, John Isidoro, Sungjoon Choi, Frank Ong, Peyman Milanfar
BLADE: Filter Learning for General Purpose Image Processing. CoRR (2017)
Tak-Shing Wong, Peyman Milanfar
Turbo denoising for mobile photographic applications. ICIP (2016)
Yaniv Romano, Michael Elad, Peyman Milanfar
The Little Engine that Could: Regularization by Denoising (RED). CoRR (2016)
Sujoy Kumar Biswas, Peyman Milanfar
One Shot Detection with Laplacian Object and Fast Matrix Cosine Similarity. IEEE Trans. Pattern Anal. Mach. Intell. 38 (3) (2016)
Hossein Talebi Esfandarani, Peyman Milanfar
Asymptotic Performance of Global Denoising. SIAM J. Imaging Sci. 9 (2) (2016)
John R. Isidoro, Peyman Milanfar
A pull-push method for fast non-local means filtering. ICIP (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Peyman Milanfar