Sabine Süsstrunk

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

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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