Peyman Milanfar
- MUSIQ: Multi-scale Image Quality Transformer
2021/08/12 by Junjie Ke, Qifei Wang, Ke, Junjie +7 · 237 citations
Computer Science · Engineering · #Image and Video Quality Assessment #Advanced Image Fusion Techniques #Image Enhancement Techniques
- Mobile Computational Photography: A Tour
2021/02/17 by Mauricio Delbracio, Delbracio, Mauricio, Damien Kelly +5 · 2 voices · 11 citations
#cs.CV #eess.IV
- The Little Engine that Could: Regularization by Denoising (RED)
2016/11/09 by Yaniv Romano, Michael Elad, Romano, Yaniv +3 · 69 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Image and Signal Denoising Methods #Numerical Analysis (math.NA) #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques
- NIMA: Neural Image Assessment
2018/04/30 by Hossein Talebi, Peyman Milanfar · 50 citations
Computer Science · #Image Enhancement Techniques #Image and Video Quality Assessment #Visual Attention and Saliency Detection
- MaxViT: Multi-Axis Vision Transformer
2022/04/04 by Zhengzhong Tu, Tu, Zhengzhong, Hossein Talebi +11 · 60 citations
Computer Science · #Visual Attention and Saliency Detection #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques
- SVDiff: Compact Parameter Space for Diffusion Fine-Tuning
2023/03/20 by Ligong Han, Han, Ligong, Yinxiao Li +9 · 56 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis
- MAXIM: Multi-Axis MLP for Image Processing
2022/01/09 by Zhengzhong Tu, Hossein Talebi, Tu, Zhengzhong +11 · 33 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Enhancement Techniques #Image and Video Processing (eess.IV) #Visual Attention and Saliency Detection #electronic engineering #information engineering
- A Survey on Diffusion Models for Inverse Problems
2024/09/30 by Giannis Daras, Daras, Giannis, Hyungjin Chung +13 · 72 citations
Computer Science · Mathematics · #Advanced Mathematical Modeling in Engineering #Numerical methods in inverse problems #Differential Equations and Numerical Methods
- Denoising: A Powerful Building-Block for Imaging, Inverse Problems, and Machine Learning
2024/09/10 by Peyman Milanfar, Milanfar, Peyman, Mauricio Delbracio +1 · 2 voices · 15 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Neural Networks and Applications #cs.CV #cs.LG #eess.IV #electronic engineering #information engineering
- Distortion Agnostic Deep Watermarking
2020/01/14 by Xiyang Luo, Luo, Xiyang, Ruohan Zhan +7 · 17 citations
Computer Science · #Advanced Image Processing Techniques #Advanced Steganography and Watermarking Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Multimedia (cs.MM) #electronic engineering #information engineering
- VILA: Learning Image Aesthetics from User Comments with Vision-Language Pretraining
2023/03/24 by Junjie Ke, Ke, Junjie, Keren Ye +9 · 12 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
- SPIRE: Semantic Prompt-Driven Image Restoration
2023/12/18 by Chenyang Qi, Zhengzhong Tu, Qi, Chenyang +11 · 1 voice · 4 citations
Computer Science · #Advanced Image Processing Techniques #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #cs.CV
- CoDi: Conditional Diffusion Distillation for Higher-Fidelity and Faster Image Generation
2023/10/02 by Kangfu Mei, Mauricio Delbracio, Mei, Kangfu +9 · 12 citations
Engineering · #Process Optimization and Integration #Advanced Control Systems Optimization
- Prompt-tuning latent diffusion models for inverse problems
2023/10/02 by Hyungjin Chung, Jong Chul Ye, Chung, Hyungjin +5 · 12 citations
Medicine · Mathematics · #Mycobacterium research and diagnosis #Numerical methods in inverse problems #Advanced Neuroimaging Techniques and Applications
- Soft Diffusion: Score Matching for General Corruptions
2022/09/12 by Giannis Daras, Mauricio Delbracio, Daras, Giannis +7 · 8 citations
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Markov Chains and Monte Carlo Methods #Mathematical Biology Tumor Growth
- Bigger is not Always Better: Scaling Properties of Latent Diffusion Models
2024/04/01 by Kangfu Mei, Mei, Kangfu, Zhengzhong Tu +9 · 1 voice · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling #cs.CV #cs.LG
- DVMark: A Deep Multiscale Framework for Video Watermarking
2021/04/26 by Xiyang Luo, Luo, Xiyang, Yinxiao Li +9 · 5 citations
Computer Science · #Advanced Steganography and Watermarking Techniques #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimedia (cs.MM)
- DeepRED: Deep Image Prior Powered by RED
2019/03/25 by Gary Mataev, Michael Elad, Mataev, Gary +3 · 4 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
- Interpretable Unsupervised Diversity Denoising and Artefact Removal
2021/04/03 by Mangal Prakash, Prakash, Mangal, Mauricio Delbracio +5 · 5 citations
Biochemistry, Genetics and Molecular Biology · Engineering · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Photoacoustic and Ultrasonic Imaging #Quantitative Methods (q-bio.QM) #electronic engineering #information engineering
- The Rate-Distortion-Accuracy Tradeoff: JPEG Case Study
2020/08/03 by Xiyang Luo, Hossein Talebi, Luo, Xiyang +7 · 3 citations
Computer Science · #Advanced Data Compression Techniques #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #I.4.2 #I.5.1 #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- RAISR: Rapid and Accurate Image Super Resolution
2016/06/03 by Yaniv Romano, Romano, Yaniv, John Isidoro +3 · 1 voice · 1 citation
Computer Science · Engineering · #Advanced Image Processing Techniques #Image Processing Techniques and Applications #Image and Signal Denoising Methods #cs.CV
- The Power of Context: How Multimodality Improves Image Super-Resolution
2025/03/18 by Kangfu Mei, Mei, Kangfu, Hossein Talebi +9 · 2 voices · 8 citations
#cs.CV #cs.AI #cs.LG
- Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel\n Data
2020/12/06 by Abdullah Abuolaim, Mauricio Delbracio, Abuolaim, Abdullah +7 · 2 citations
Computer Science · Engineering · Physics and Astronomy · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Holography and Microscopy #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Patch Craft: Video Denoising by Deep Modeling and Patch Matching
2021/03/25 by Gregory Vaksman, Michael Elad, Vaksman, Gregory +3 · 2 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image and Signal Denoising Methods #Sparse and Compressive Sensing Techniques
- Stochastic Deep Restoration Priors for Imaging Inverse Problems
2024/10/02 by Yuyang Hu, Hu, Yuyang, Peng, Albert +8 · 4 citations
Computer Science · Engineering · Mathematics · #Advanced X-ray and CT Imaging #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Numerical methods in inverse problems #electronic engineering #information engineering
- Deep 3D-to-2D Watermarking: Embedding Messages in 3D Meshes and Extracting Them from 2D Renderings
2021/04/27 by Innfarn Yoo, Huiwen Chang, Yoo, Innfarn +11 · 1 citation
Computer Science · #Advanced Steganography and Watermarking Techniques #Generative Adversarial Networks and Image Synthesis #Face recognition and analysis
- On the Relation Between Linear Diffusion and Power Iteration
2024/10/16 by Dana Weitzner, Weitzner, Dana, Mauricio Delbracio +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Matrix Theory and Algorithms
- Kernel Density Steering: Inference-Time Scaling via Mode Seeking for Image Restoration
2025/07/08 by Yuyang Hu, Hu, Yuyang, Kangfu Mei +9 · 3 citations
Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques