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Sabine Süsstrunk

School of Computer and Communication Sciences, École Polytechnique Fédérale de Lausanne

AIM 2020: Scene Relighting and Illumination Estimation Challenge

Sep 27, 2020
Majed El Helou, Ruofan Zhou, Sabine Süsstrunk, Radu Timofte, Mahmoud Afifi, Michael S. Brown, Kele Xu, Hengxing Cai, Yuzhong Liu, Li-Wen Wang, Zhi-Song Liu, Chu-Tak Li, Sourya Dipta Das, Nisarg A. Shah, Akashdeep Jassal, Tongtong Zhao, Shanshan Zhao, Sabari Nathan, M. Parisa Beham, R. Suganya, Qing Wang, Zhongyun Hu, Xin Huang, Yaning Li, Maitreya Suin, Kuldeep Purohit, A. N. Rajagopalan, Densen Puthussery, Hrishikesh P S, Melvin Kuriakose, Jiji C V, Yu Zhu, Liping Dong, Zhuolong Jiang, Chenghua Li, Cong Leng, Jian Cheng

* ECCVW 2020. Data and more information on https://github.com/majedelhelou/VIDIT 

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Volumetric Transformer Networks

Jul 18, 2020
Seungryong Kim, Sabine Süsstrunk, Mathieu Salzmann

* ECCV 2020 

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On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them

Jun 15, 2020
Chen Liu, Mathieu Salzmann, Tao Lin, Ryota Tomioka, Sabine Süsstrunk


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Editing in Style: Uncovering the Local Semantics of GANs

May 21, 2020
Edo Collins, Raja Bala, Bob Price, Sabine Süsstrunk

* IEEE Conference on Computer Vision and Patten Recognition (CVPR), 2020. Code: https://github.com/IVRL/GANLocalEditing 

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VIDIT: Virtual Image Dataset for Illumination Transfer

May 13, 2020
Majed El Helou, Ruofan Zhou, Johan Barthas, Sabine Süsstrunk

* For further information and data, see https://github.com/majedelhelou/VIDIT 

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Divergence-Based Adaptive Extreme Video Completion

Apr 14, 2020
Majed El Helou, Ruofan Zhou, Frank Schmutz, Fabrice Guibert, Sabine Süsstrunk

* IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020) 

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Evaluating Salient Object Detection in Natural Images with Multiple Objects having Multi-level Saliency

Mar 19, 2020
Gökhan Yildirim, Debashis Sen, Mohan Kankanhalli, Sabine Süsstrunk

* IET Image Processing, 2019 
* Accepted Article 

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Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks

Mar 16, 2020
Majed El Helou, Ruofan Zhou, Sabine Süsstrunk


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W2S: A Joint Denoising and Super-Resolution Dataset

Mar 12, 2020
Ruofan Zhou, Majed El Helou, Daniel Sage, Thierry Laroche, Arne Seitz, Sabine Süsstrunk


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AL2: Progressive Activation Loss for Learning General Representations in Classification Neural Networks

Mar 07, 2020
Majed El Helou, Frederike Dümbgen, Sabine Süsstrunk

* IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020) 

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Image Restoration using Plug-and-Play CNN MAP Denoisers

Dec 20, 2019
Siavash Bigdeli, David Honzátko, Sabine Süsstrunk, L. Andrea Dunbar

* Code and models available at https://github.com/DawyD/cnn-map-denoiser . Accepted for publication in VISAPP 2020 

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On Certifying Robust Models by Polyhedral Envelope

Dec 10, 2019
Chen Liu, Mathieu Salzmann, Sabine Süsstrunk


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Drone Shadow Tracking

May 20, 2019
Xiaoyan Zou, Ruofan Zhou, Majed El Helou, Sabine Süsstrunk

* 5 pages, 4 figures 

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Fast and Efficient Zero-Learning Image Fusion

May 09, 2019
Fayez Lahoud, Sabine Süsstrunk

* 13 pages, 10 figures 

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Self-Binarizing Networks

Feb 02, 2019
Fayez Lahoud, Radhakrishna Achanta, Pablo Márquez-Neila, Sabine Süsstrunk

* 9 pages, 5 figures 

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Detecting Memorization in ReLU Networks

Oct 08, 2018
Edo Collins, Siavash Arjomand Bigdeli, Sabine Süsstrunk


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Deep Feature Factorization For Concept Discovery

Oct 08, 2018
Edo Collins, Radhakrishna Achanta, Sabine Süsstrunk

* The European Conference on Computer Vision (ECCV), 2018 

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Fourier-Domain Optimization for Image Processing

Sep 11, 2018
Majed El Helou, Frederike Dümbgen, Radhakrishna Achanta, Sabine Süsstrunk


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Mirror, Mirror, on the Wall, Who's Got the Clearest Image of Them All? - A Tailored Approach to Single Image Reflection Removal

May 29, 2018
Daniel Heydecker, Georg Maierhofer, Angelica I. Aviles-Rivero, Qingnan Fan, Carola-Bibiane Schönlieb, Sabine Süsstrunk


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Deep Residual Network for Joint Demosaicing and Super-Resolution

Feb 19, 2018
Ruofan Zhou, Radhakrishna Achanta, Sabine Süsstrunk


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Uniform Information Segmentation

Nov 27, 2016
Radhakrishna Achanta, Pablo Márquez-Neila, Pascal Fua, Sabine Süsstrunk

* 9 pages 

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God(s) Know(s): Developmental and Cross-Cultural Patterns in Children Drawings

Feb 08, 2016
Ksenia Konyushkova, Nikolaos Arvanitopoulos, Zhargalma Dandarova Robert, Pierre-Yves Brandt, Sabine Süsstrunk


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Incorporating Near-Infrared Information into Semantic Image Segmentation

Jun 24, 2014
Neda Salamati, Diane Larlus, Gabriela Csurka, Sabine Süsstrunk


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