Hossein Talebi
I am a Senior Staff Software Engineer at Google Research. Our team works on the intersection of computational photography and machine learning. My main focus is on perceptual quality assessment, deep image enhancement, and image compression. Prior to Google, I attended the University of California, Santa Cruz to obtain my Ph.D in Electrical Engineering.
Research Areas
Authored Publications
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Soft Diffusion: Score Matching with General Corruptions
Giannis Daras
Alexandros Dimakis
Transactions on Machine Learning Research (TMLR) (2023)
Deblurring via Stochastic Refinement
Jay Whang
Chitwan Saharia
Alexandros Dimakis
CVPR (2022)
MaxViT: Multi-Axis Vision Transformer
Zhengzhong Tu
Han Zhang
Alan Bovik
European Conference on Computer Vision (ECCV) (2022)
MAXIM: Multi-Axis MLP for Image Processing
Zhengzhong Tu
Han Zhang
Alan Bovik
IEEE/CVF Conference on Computer Vision and Pattern Recognition (2022)
Better Compression with Deep Pre-Editing
Michael Elad
IEEE Transactions on Image Processing (2021)
Deep Perceptual Image Quality Assessment for Compression
ICIP 2021 International Conference on Image Processing (2021)
Projected Distribution Loss for Image Enhancement
2021 IEEE International Conference on Computational Photography (ICCP), pp. 1-12
