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Extending the Vocabulary of Fictional Languages using Neural Networks


Jan 18, 2022
Thomas Zacharias, Ashutosh Taklikar, Raja Giryes

* 10 pages, 1 figure, NeurIPS Workshop on Machine Learning for Creativity and Design 2021 

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DeepMLS: Geometry-Aware Control Point Deformation


Jan 05, 2022
Meitar Shechter, Rana Hanocka, Gal Metzer, Raja Giryes, Daniel Cohen-Or


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Video Reconstruction from a Single Motion Blurred Image using Learned Dynamic Phase Coding


Dec 28, 2021
Erez Yosef, Shay Elmalem, Raja Giryes


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Unsupervised Domain Generalization by Learning a Bridge Across Domains


Dec 04, 2021
Sivan Harary, Eli Schwartz, Assaf Arbelle, Peter Staar, Shady Abu-Hussein, Elad Amrani, Roei Herzig, Amit Alfassy, Raja Giryes, Hilde Kuehne, Dina Katabi, Kate Saenko, Rogerio Feris, Leonid Karlinsky


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DeepBBS: Deep Best Buddies for Point Cloud Registration


Oct 16, 2021
Itan Hezroni, Amnon Drory, Raja Giryes, Shai Avidan

* Accepted to 3DV 2021 

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Mesh Draping: Parametrization-Free Neural Mesh Transfer


Oct 11, 2021
Amir Hertz, Or Perel, Raja Giryes, Olga Sorkine-Hornung, Daniel Cohen-Or

* 12 pages. Portions of this work previously appeared as arXiv:2104.09125v1 which has been split into two works: arXiv:2104.09125v2+ and this work 

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KATANA: Simple Post-Training Robustness Using Test Time Augmentations


Sep 16, 2021
Gilad Cohen, Raja Giryes


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MISS GAN: A Multi-IlluStrator Style Generative Adversarial Network for image to illustration translation


Aug 12, 2021
Noa Barzilay, Tal Berkovitz Shalev, Raja Giryes

* Accepted to Pattern Recognition Letters 

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Z2P: Instant Rendering of Point Clouds


May 30, 2021
Gal Metzer, Rana Hanocka, Raja Giryes, Niloy J. Mitra, Daniel Cohen-Or


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FLEX: Parameter-free Multi-view 3D Human Motion Reconstruction


May 05, 2021
Brian Gordon, Sigal Raab, Guy Azov, Raja Giryes, Daniel Cohen-Or

* Project page: https://briang13.github.io/FLEX/ Video: https://youtu.be/nMMmfWxA3xI 

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Orienting Point Clouds with Dipole Propagation


May 04, 2021
Gal Metzer, Rana Hanocka, Denis Zorin, Raja Giryes, Daniele Panozzo, Daniel Cohen-Or

* SIGGRAPH 2021 

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Detector-Free Weakly Supervised Grounding by Separation


Apr 20, 2021
Assaf Arbelle, Sivan Doveh, Amit Alfassy, Joseph Shtok, Guy Lev, Eli Schwartz, Hilde Kuehne, Hila Barak Levi, Prasanna Sattigeri, Rameswar Panda, Chun-Fu Chen, Alex Bronstein, Kate Saenko, Shimon Ullman, Raja Giryes, Rogerio Feris, Leonid Karlinsky


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Progressive Encoding for Neural Optimization


Apr 19, 2021
Amir Hertz, Or Perel, Raja Giryes, Olga Sorkine-Hornung, Daniel Cohen-Or


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Multiplicative Reweighting for Robust Neural Network Optimization


Feb 24, 2021
Noga Bar, Tomer Koren, Raja Giryes

* Our code is publicly available in https://github.com/NogaBar/mr_robust_optim 

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Separable Joint Blind Deconvolution and Demixing


Feb 04, 2021
Dana Weitzner, Raja Giryes

* Accepted to IEEE Journal of Selected Topics in Signal Processing 

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Image Restoration by Deep Projected GSURE


Feb 04, 2021
Shady Abu-Hussein, Tom Tirer, Se Young Chun, Yonina C. Eldar, Raja Giryes


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An Interpretation of Regularization by Denoising and its Application with the Back-Projected Fidelity Term


Jan 27, 2021
Einav Yogev-Ofer, Tom Tirer, Raja Giryes


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ISP Distillation


Jan 25, 2021
Eli Schwartz, Alex Bronstein, Raja Giryes


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GMM-Based Generative Adversarial Encoder Learning


Dec 08, 2020
Yuri Feigin, Hedva Spitzer, Raja Giryes


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Fine-grained Angular Contrastive Learning with Coarse Labels


Dec 07, 2020
Guy Bukchin, Eli Schwartz, Kate Saenko, Ori Shahar, Rogerio Feris, Raja Giryes, Leonid Karlinsky


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Best Buddies Registration for Point Clouds


Oct 05, 2020
Amnon Drory, Tal Shomer, Shai Avidan, Raja Giryes

* Accepted to ACCV 2020 

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Kernel-Based Smoothness Analysis of Residual Networks


Sep 21, 2020
Tom Tirer, Joan Bruna, Raja Giryes


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Deep Sparse Light Field Refocusing


Sep 05, 2020
Shachar Ben Dayan, David Mendlovic, Raja Giryes

* Published at BMVC 2020 

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Self-Sampling for Neural Point Cloud Consolidation


Aug 14, 2020
Gal Metzer, Rana Hanocka, Raja Giryes, Daniel Cohen-Or


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Self-supervised Neural Architecture Search


Jul 03, 2020
Sapir Kaplan, Raja Giryes


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Deep Geometric Texture Synthesis


Jun 30, 2020
Amir Hertz, Rana Hanocka, Raja Giryes, Daniel Cohen-Or

* SIGGRAPH 2020 

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Face Authentication from Grayscale Coded Light Field


May 31, 2020
Dana Weitzner, David Mendlovic, Raja Giryes

* To be published at ICIP 2020 

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Point2Mesh: A Self-Prior for Deformable Meshes


May 22, 2020
Rana Hanocka, Gal Metzer, Raja Giryes, Daniel Cohen-Or

* SIGGRAPH 2020; Project page: https://ranahanocka.github.io/point2mesh/ 

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On the Convergence Rate of Projected Gradient Descent for a Back-Projection based Objective


May 03, 2020
Tom Tirer, Raja Giryes


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