Hossein Talebi

According to our database, Hossein Talebi authored at least 30 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Bigger is not Always Better: Scaling Properties of Latent Diffusion Models.

Kangfu Mei, Zhengzhong Tu, Mauricio Delbracio, Hossein Talebi, Vishal M. Patel, Peyman Milanfar

CoRR, 2024

SPIRE: Semantic Prompt-Driven Image Restoration.

Chenyang Qi, Zhengzhong Tu, Keren Ye, Mauricio Delbracio, Peyman Milanfar, Qifeng Chen, Hossein Talebi

Proceedings of the Computer Vision - ECCV 2024, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Soft Diffusion: Score Matching with General Corruptions.

Giannis Daras, Mauricio Delbracio, Hossein Talebi, Alex Dimakis, Peyman Milanfar

Trans. Mach. Learn. Res., 2023

TIP: Text-Driven Image Processing with Semantic and Restoration Instructions.

Chenyang Qi, Zhengzhong Tu, Keren Ye, Mauricio Delbracio, Peyman Milanfar, Qifeng Chen, Hossein Talebi

CoRR, 2023

Conditional Diffusion Distillation.

Kangfu Mei, Mauricio Delbracio, Hossein Talebi, Zhengzhong Tu, Vishal M. Patel, Peyman Milanfar

CoRR, 2023

MULLER: Multilayer Laplacian Resizer for Vision.

Zhengzhong Tu, Peyman Milanfar, Hossein Talebi

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Multiscale Structure Guided Diffusion for Image Deblurring.

Mengwei Ren, Mauricio Delbracio, Hossein Talebi, Guido Gerig, Peyman Milanfar

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Image Deblurring with Domain Generalizable Diffusion Models.

Mengwei Ren, Mauricio Delbracio, Hossein Talebi, Guido Gerig, Peyman Milanfar

CoRR, 2022

Revisiting the Efficiency of UGC Video Quality Assessment.

Yilin Wang, Joong Gon Yim, Neil Birkbeck, Junjie Ke, Hossein Talebi, Xi Chen, Feng Yang, Balu Adsumilli

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

MaxViT: Multi-axis Vision Transformer.

Zhengzhong Tu, Hossein Talebi, Han Zhang, Feng Yang, Peyman Milanfar, Alan C. Bovik, Yinxiao Li

Proceedings of the Computer Vision, 2022

Deblurring via Stochastic Refinement.

Jay Whang, Mauricio Delbracio, Hossein Talebi, Chitwan Saharia, Alexandros G. Dimakis, Peyman Milanfar

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

MAXIM: Multi-Axis MLP for Image Processing.

Zhengzhong Tu, Hossein Talebi, Han Zhang, Feng Yang, Peyman Milanfar, Alan C. Bovik, Yinxiao Li

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Exponentiated Gradient Reweighting for Robust Training Under Label Noise and Beyond.

Negin Majidi, Ehsan Amid, Hossein Talebi, Manfred K. Warmuth

CoRR, 2021

Deep Perceptual Image Quality Assessment for Compression.

Juan Carlos Mier, Eddie Huang, Hossein Talebi, Feng Yang, Peyman Milanfar

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Learning to Resize Images for Computer Vision Tasks.

Hossein Talebi, Peyman Milanfar

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Projected Distribution Loss for Image Enhancement.

Mauricio Delbracio, Hossein Talebi, Peyman Milanfar

Proceedings of the IEEE International Conference on Computational Photography, 2021

The Rate-Distortion-Accuracy Tradeoff: JPEG Case Study.

Xiyang Luo, Hossein Talebi, Feng Yang, Michael Elad, Peyman Milanfar

Proceedings of the 31st Data Compression Conference, 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

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Better Compression with Deep Pre-Editing.

Hossein Talebi, Damien Kelly, Xiyang Luo, Ignacio Garcia-Dorado, Feng Yang, Peyman Milanfar, Michael Elad

CoRR, 2020

Super-Resolving Commercial Satellite Imagery Using Realistic Training Data.

Xiang Zhu, Hossein Talebi, Xinwei Shi, Feng Yang, Peyman Milanfar

Proceedings of the IEEE International Conference on Image Processing, 2020

Rank-Smoothed Pairwise Learning In Perceptual Quality Assessment.

Hossein Talebi, Ehsan Amid, Peyman Milanfar, Manfred K. Warmuth

Proceedings of the IEEE International Conference on Image Processing, 2020

2016

Nonlocal damage modelling in clay/epoxy nanocomposites using a multiscale approach.

Mohammad Silani, Hossein Talebi, Abdel Magid S. Hamouda, Timon Rabczuk

J. Comput. Sci., 2016

2015

Global Image Filtering

Hossein Talebi

PhD thesis, 2015

Concurrent multiscale modeling of three dimensional crack and dislocation propagation.

Hossein Talebi, Mohammad Silani, Timon Rabczuk

Adv. Eng. Softw., 2015

Prior resemblance probability of users for multimodal biometrics rank fusion.

Hossein Talebi, Marina L. Gavrilova

Proceedings of the IEEE International Conference on Identity, 2015

Fast HDR image upscaling using locally adapted linear filters.

Hossein Talebi, Guan-Ming Su, Peng Yin

Proceedings of the Digital Photography XI, 2015

Confidence Based Rank Level Fusion for Multimodal Biometric Systems.

Hossein Talebi, Marina L. Gavrilova

Proceedings of the Computer Analysis of Images and Patterns, 2015

2014

Multi-scale Foreign Exchange Rates Ensemble for Classification of Trends in Forex Market.

Hossein Talebi, Winsor Hoang, Marina L. Gavrilova

Proceedings of the International Conference on Computational Science, 2014

2012

A Simple Circular Cell Method for Multilevel Finite Element Analysis.

Hossein Talebi, Goangseup Zi, Mohammad Silani, Esteban Samaniego, Timon Rabczuk

J. Appl. Math., 2012