Delbracio, Mauricio

18 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

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

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

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

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

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

CVPR 2017 Deep Video Deblurring for Hand-Held Cameras Shuochen Su, Mauricio Delbracio, Jue Wang, Guillermo Sapiro, Wolfgang Heidrich, Oliver Wang

CVPR 2015 Burst Deblurring: Removing Camera Shake Through Fourier Burst Accumulation Mauricio Delbracio, Guillermo Sapiro