| 2025 | CVPR | The Power of Context: How Multimodality Improves Image Super-Resolution. | Kangfu Mei, Hossein Talebi, Mojtaba Ardakani, Vishal M. Patel, Peyman Milanfar, Mauricio Delbracio |
| 2025 | ICCV | UniRes: Universal Image Restoration for Complex Degradations. | Mo Zhou, Keren Ye, Mauricio Delbracio, Peyman Milanfar, Vishal M. Patel, Hossein Talebi |
| 2025 | ICML | Stochastic Deep Restoration Priors for Imaging Inverse Problems. | Yuyang Hu, Albert Peng, Weijie Gan, Peyman Milanfar, Mauricio Delbracio, Ulugbek S. Kamilov |
| 2024 | CVPR | CoDi: Conditional Diffusion Distillation for Higher-Fidelity and Faster Image Generation. | Kangfu Mei, Mauricio Delbracio, Hossein Talebi, Zhengzhong Tu, Vishal M. Patel, Peyman Milanfar |
| 2024 | ECCV | SPIRE: Semantic Prompt-Driven Image Restoration. | Chenyang Qi, Zhengzhong Tu, Keren Ye, Mauricio Delbracio, Peyman Milanfar, Qifeng Chen, Hossein Talebi |
| 2024 | ECCV | ArtVLM: Attribute Recognition Through Vision-Based Prefix Language Modeling. | William Yicheng Zhu, Keren Ye, Junjie Ke, Jiahui Yu, Leonidas J. Guibas, Peyman Milanfar, Feng Yang |
| 2024 | ICLR | A Restoration Network as an Implicit Prior. | Yuyang Hu, Mauricio Delbracio, Peyman Milanfar, Ulugbek Kamilov |
| 2024 | ICML | Prompt-tuning Latent Diffusion Models for Inverse Problems. | Hyungjin Chung, Jong Chul Ye, Peyman Milanfar, Mauricio Delbracio |
| 2023 | CVPR | VILA: Learning Image Aesthetics from User Comments with Vision-Language Pretraining. | Junjie Ke, Keren Ye, Jiahui Yu, Yonghui Wu, Peyman Milanfar, Feng Yang |
| 2023 | ICCV | SVDiff: Compact Parameter Space for Diffusion Fine-Tuning. | Ligong Han, Yinxiao Li, Han Zhang, Peyman Milanfar, Dimitris N. Metaxas, Feng Yang |
| 2023 | ICCV | Multiscale Structure Guided Diffusion for Image Deblurring. | Mengwei Ren, Mauricio Delbracio, Hossein Talebi, Guido Gerig, Peyman Milanfar |
| 2023 | ICCV | MULLER: Multilayer Laplacian Resizer for Vision. | Zhengzhong Tu, Peyman Milanfar, Hossein Talebi |
| 2022 | CVPR | MAXIM: Multi-Axis MLP for Image Processing. | Zhengzhong Tu, Hossein Talebi, Han Zhang, Feng Yang, Peyman Milanfar, Alan C. Bovik, Yinxiao Li |
| 2022 | CVPR | Deblurring via Stochastic Refinement. | Jay Whang, Mauricio Delbracio, Hossein Talebi, Chitwan Saharia, Alexandros G. Dimakis, Peyman Milanfar |
| 2022 | CVPR | 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 |
| 2022 | ECCV | MaxViT: Multi-axis Vision Transformer. | Zhengzhong Tu, Hossein Talebi, Han Zhang, Feng Yang, Peyman Milanfar, Alan C. Bovik, Yinxiao Li |
| 2022 | ICLR | Interpretable Unsupervised Diversity Denoising and Artefact Removal. | Mangal Prakash, Mauricio Delbracio, Peyman Milanfar, Florian Jug |
| 2021 | CVPR | 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 |
| 2021 | DCC | The Rate-Distortion-Accuracy Tradeoff: JPEG Case Study. | Xiyang Luo, Hossein Talebi, Feng Yang, Michael Elad, Peyman Milanfar |
| 2021 | ICCP | Projected Distribution Loss for Image Enhancement. | Mauricio Delbracio, Hossein Talebi, Peyman Milanfar |
| 2021 | ICCV | Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data. | Abdullah Abuolaim, Mauricio Delbracio, Damien Kelly, Michael S. Brown, Peyman Milanfar |
| 2021 | ICCV | MUSIQ: Multi-scale Image Quality Transformer. | Junjie Ke, Qifei Wang, Yilin Wang, Peyman Milanfar, Feng Yang |
| 2021 | ICCV | COMISR: Compression-Informed Video Super-Resolution. | Yinxiao Li, Pengchong Jin, Feng Yang, Ce Liu, Ming-Hsuan Yang, Peyman Milanfar |
| 2021 | ICCV | Learning to Resize Images for Computer Vision Tasks. | Hossein Talebi, Peyman Milanfar |
| 2021 | ICCV | Patch Craft: Video Denoising by Deep Modeling and Patch Matching. | Gregory Vaksman, Michael Elad, Peyman Milanfar |
| 2021 | ICIP | Deep Perceptual Image Quality Assessment for Compression. | Juan Carlos Mier, Eddie Huang, Hossein Talebi, Feng Yang, Peyman Milanfar |
| 2021 | WACV | 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 G. Howard, Ming-Hsuan Yang, Jeff Gilbert, Peyman Milanfar, Feng Yang |
| 2020 | CVPR | Distortion Agnostic Deep Watermarking. | Xiyang Luo, Ruohan Zhan, Huiwen Chang, Feng Yang, Peyman Milanfar |
| 2020 | CVPR | LIDIA: Lightweight Learned Image Denoising with Instance Adaptation. | Gregory Vaksman, Michael Elad, Peyman Milanfar |
| 2020 | CVPR | GIFnets: Differentiable GIF Encoding Framework. | Innfarn Yoo, Xiyang Luo, Yilin Wang, Feng Yang, Peyman Milanfar |
| 2020 | ICIP | Rank-Smoothed Pairwise Learning In Perceptual Quality Assessment. | Hossein Talebi, Ehsan Amid, Peyman Milanfar, Manfred K. Warmuth |
| 2020 | ICIP | Super-Resolving Commercial Satellite Imagery Using Realistic Training Data. | Xiang Zhu, Hossein Talebi, Xinwei Shi, Feng Yang, Peyman Milanfar |
| 2018 | ICASSP | RED-UCATION: A Novel CNN Architecture Based on Denoising Nonlinearities. | Yaniv Romano, Michael Elad, Peyman Milanfar |
| 2018 | ICCP | BLADE: Filter learning for general purpose computational photography. | Pascal Getreuer, Ignacio Garcia-Dorado, John Isidoro, Sungjoon Choi, Frank Ong, Peyman Milanfar |
| 2018 | ICCP | Learned perceptual image enhancement. | Hossein Talebi Esfandarani, Peyman Milanfar |
| 2018 | ICIP | Fast, Trainable, Multiscale Denoising. | Sungjoon Choi, John Isidoro, Pascal Getreuer, Peyman Milanfar |
| 2016 | ICIP | A pull-push method for fast non-local means filtering. | John R. Isidoro, Peyman Milanfar |
| 2016 | ICIP | A new class of image filters without normalization. | Peyman Milanfar, Hossein Talebi Esfandarani |
| 2016 | ICIP | Turbo denoising for mobile photographic applications. | Tak-Shing Wong, Peyman Milanfar |
| 2014 | CVPR | Space-Variant Image Deblurring on Smartphones Using Inertial Sensors. | Ondrej Sindelar, Filip Sroubek, Peyman Milanfar |
| 2014 | ICIP | Laplacian object: One-shot object detection by locality preserving projection. | Sujoy Kumar Biswas, Peyman Milanfar |
| 2014 | ICIP | A smartphone application for removing handshake blur and compensating rolling shutter. | Ondrej Sindelar, Filip Sroubek, Peyman Milanfar |
| 2014 | ICIP | Global denoising is asymptotically optimal. | Hossein Talebi Esfandarani, Peyman Milanfar |
| 2013 | CAIP | Blind Deconvolution Using Alternating Maximum a Posteriori Estimation with Heavy-Tailed Priors. | Jan Kotera, Filip Sroubek, Peyman Milanfar |
| 2012 | ECCV | Deconvolving PSFs for a Better Motion Deblurring Using Multiple Images. | Xiang Zhu, Filip Sroubek, Peyman Milanfar |
| 2012 | ICIP | Improving denoising filters by optimal diffusion. | Hossein Talebi Esfandarani, Peyman Milanfar |
| 2011 | ICCP | Stabilizing and deblurring atmospheric turbulence. | Xiang Zhu, Peyman Milanfar |
| 2011 | ICIP | Patch-based locally optimal denoising. | Priyam Chatterjee, Peyman Milanfar |
| 2011 | ICIP | Superfast superresolution. | Filip Sroubek, Jan Kamenick, Peyman Milanfar |
| 2011 | WACV | Restoration for weakly blurred and strongly noisy images. | Xiang Zhu, Peyman Milanfar |
| 2010 | ICASSP | Fundamental limits of image denoising: Are we there yet? | Priyam Chatterjee, Peyman Milanfar |
| 2010 | ICASSP | Visual saliency for automatic target detection, boundary detection, and image quality assessment. | Hae Jong Seo, Peyman Milanfar |
| 2010 | ICASSP | Nonlinear kernel backprojection for computed tomography. | Hiroyuki Takeda, Peyman Milanfar |
| 2010 | ICIP | Learning denoising bounds for noisy images. | Priyam Chatterjee, Peyman Milanfar |
| 2010 | ICIP | A no-reference image content metric and its application to denoising. | Xiang Zhu, Peyman Milanfar |
| 2009 | CVPR | Nonparametric bottom-up saliency detection by self-resemblance. | Hae Jong Seo, Peyman Milanfar |
| 2009 | ICCV | Detection of human actions from a single example. | Hae Jong Seo, Peyman Milanfar |
| 2008 | ICASSP | Video denoising using higher order optimal space-time adaptation. | Hae Jong Seo, Peyman Milanfar |
| 2008 | ICIP | Using local regression kernels for statistical object detection. | Hae Jong Seo, Peyman Milanfar |
| 2008 | ICIP | Spatio-temporal video interpolation and denoising using motion-assisted steering kernel (MASK) regression. | Hiroyuki Takeda, Peter van Beek, Peyman Milanfar |
| 2007 | ICIP | Multi-Scale Statistical Detection and Ballistic Imaging Through Turbid Media. | Sina Farsiu, Peyman Milanfar |
| 2006 | CISS | A General Iterative Regularization Framework For Image Denoising. | Michael R. Charest, Michael Elad, Peyman Milanfar |
| 2006 | ICIP | Robust Kernel Regression for Restoration and Reconstruction of Images from Sparse Noisy Data. | Hiroyuki Takeda, Sina Farsiu, Peyman Milanfar |
| 2005 | ICASSP | Improved spectral analysis of nearby tones using local detectors. | Morteza Shahram, Peyman Milanfar |
| 2004 | VCIP | Improved high-definition video by encoding at an intermediate resolution. | Andrew Segall, Michael Elad, Peyman Milanfar, Richard Webb, Chad Fogg |
| 2003 | ICIP | Fast and robust super-resolution. | Sina Farsiu, M. Dirk Robinson, Michael Elad, Peyman Milanfar |
| 2003 | ICIP | Fundamental performance limits in image registration. | M. Dirk Robinson, Peyman Milanfar |
| 2003 | ICIP | Optimal framework for low bit-rate block coders. | Yaakov Tsaig, Michael Elad, Gene H. Golub, Peyman Milanfar |
| 2002 | ICIP | A statistical analysis of diffraction-limited imaging. | Peyman Milanfar, Ali Shakouri |
| 2000 | ICIP | An Efficient Wavelet-Based Algorithm for Image Superresolution. | Nhat Nguyen, Peyman Milanfar |
| 1999 | ICASSP | Preconditioners for regularized image superresolution. | Nhat Nguyen, Gene H. Golub, Peyman Milanfar |
| 1998 | ICIP | Motion from Projections: A Foward Model. | Peyman Milanfar |
| 1994 | ICIP | Moment-Based Geometric Image Reconstruction. | Peyman Milanfar, William Clement Karl, Alan S. Willsky |
| 1994 | ICIP | Modeling and Estimation for a Class of Multiresolution Random Fields. | Peyman Milanfar, Robert R. Tenney, Robert B. Washburn, Alan S. Willsky |