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DyNCA: Real-time Dynamic Texture Synthesis Using Neural Cellular Automata


Nov 21, 2022
Ehsan Pajouheshgar, Yitao Xu, Tong Zhang, Sabine Süsstrunk


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PoGaIN: Poisson-Gaussian Image Noise Modeling from Paired Samples


Oct 10, 2022
Nicolas Bähler, Majed El Helou, Étienne Objois, Kaan Okumuş, Sabine Süsstrunk

* 5 pages, 4 figures, and 3 tables. Code is available at https://github.com/IVRL/PoGaIN 

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DSR: Towards Drone Image Super-Resolution


Aug 25, 2022
Xiaoyu Lin, Baran Ozaydin, Vidit Vidit, Majed El Helou, Sabine Süsstrunk

* Accepted at ECCVW 2022 

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Fast Adversarial Training with Adaptive Step Size


Jun 06, 2022
Zhichao Huang, Yanbo Fan, Chen Liu, Weizhong Zhang, Yong Zhang, Mathieu Salzmann, Sabine Süsstrunk, Jue Wang


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MulT: An End-to-End Multitask Learning Transformer


May 17, 2022
Deblina Bhattacharjee, Tong Zhang, Sabine Süsstrunk, Mathieu Salzmann

* Accepted to CVPR 2022 

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Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy


Apr 13, 2022
Tong Zhang, Congpei Qiu, Wei Ke, Sabine Süsstrunk, Mathieu Salzmann

* accepted in CVPR 2022 

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RC-MVSNet: Unsupervised Multi-View Stereo with Neural Rendering


Mar 14, 2022
Di Chang, Aljaž Božič, Tong Zhang, Qingsong Yan, Yingcong Chen, Sabine Süsstrunk, Matthias Nießner

* 17 pages, 10 figures 

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Robust Binary Models by Pruning Randomly-initialized Networks


Feb 03, 2022
Chen Liu, Ziqi Zhao, Sabine Süsstrunk, Mathieu Salzmann


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Image Denoising with Control over Deep Network Hallucination


Jan 02, 2022
Qiyuan Liang, Florian Cassayre, Haley Owsianko, Majed El Helou, Sabine Süsstrunk

* Published in Electronic Imaging 2022, code available at https://github.com/IVRL/CCID 

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