Tal Remez Ph.D
talremez at gmail dot com
 | I am part of Google Research and Machine Intelligence (RMI). Before that I was an intern at Google, General Motors and Microsoft. I received my PhD and MSc from Tel-Aviv University, where I was advised by Prof. Alex Bronstein and Prof. Shai Avidan. I recieved my MBA and BSc in Applied Physics from the Hebrew University under Amirim. My research interests include: visual perception and computational photography as well as audio-visual applications for speech and audio enhancement. Iâm searching for my next big challenge where I can make a significant impact. |
Publications
 | More than Words: In-the-Wild Visually-Driven Prosody for Text-to-Speech Michael Hassid, Michelle Tadmor Ramanovich, Brendan Shillingford, Miaosen Wang, Ye Jia, Tal Remez Under review CVPR 2022 |
 | Improving On-Screen Sound Separation for Open Domain Videos with Audio-Visual Self-attention Efthymios Tzinis, Scott Wisdom, Tal Remez, John R Hershey Under review CVPR 2022 |
 | Translatotron 2: Robust direct speech-to-speech translation Ye Jia, Michelle Tadmor Ramanovich, Tal Remez, Roi Pomerantz Under review ICLR 2022 Website |
 | Into the Wild with AudioScope: Unsupervised Audio-Visual Separation of On-Screen Sounds Efthymios Tzinis, Scott Wisdom, Aren Jansen, Shawn Hershey, Tal Remez, Daniel P. W. Ellis, John R. Hershey ICLR 2021 |
 | Learning to Segment via Cut-and-Paste Tal Remez, Jonathan Huang, Matthew Brown ECCV 2018 |
 | Class-Aware Fully-Convolutional Gaussian and Poisson Denoising Tal Remez, Or Litany, Raja Giryes, Alex M. Bronstein TIP 2018 |
 | Deep Functional Maps: Structured Prediction for Dense Shape Correspondence Or Litany, Tal Remez, Emanuele RodolĂ , Alex M. Bronstein, Michael M. Bronstein ICCV 2017 |
 | Deep Class Aware Image Denoising Tal Remez, Or Litany, Raja Giryes and Alex M. Bronstein ICIP 2017 GitHub |
 | Deep Convolutional Denoising of Low-Light Images Tal Remez, Or Litany, Raja Giryes and Alex M. Bronstein |
 | Cloud Dictionary: Sparse Coding and Modeling for Point Clouds Or Litany*, Tal Remez*, Alex Bronstein SPARS 2017 |
 | ASIST: Automatic Semantically Invariant Scene Transformation Or Litany, Tal Remez, Daniel Freedman, Lior Shapira, Alex Bronstein, Ran Gal CVIU 2017 |
 | A picture is worth a billion bits: Real-time image reconstruction from dense binary threshold pixels Tal Remez,Or Litany, Alex Bronstein ICCP 2016 Oral |
 | Image reconstruction from dense binary pixels Or Litany*, Tal Remez*, Alex Bronstein SPARS 2015 |