Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Sabine Süsstrunk

Sabine Süsstrunk

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

Fidelity Estimation Improves Noisy-Image Classification with Pretrained Networks


Jun 01, 2021
Xiaoyu Lin, Deblina Bhattacharjee, Majed El Helou, Sabine Süsstrunk

* Submitted to IEEE SPL for review 

  Access Paper or Ask Questions

Modeling Object Dissimilarity for Deep Saliency Prediction


Apr 08, 2021
Bahar Aydemir, Deblina Bhattacharjee, Seungryong Kim, Tong Zhang, Mathieu Salzmann, Sabine Süsstrunk


  Access Paper or Ask Questions

Deep Gaussian Denoiser Epistemic Uncertainty and Decoupled Dual-Attention Fusion


Jan 22, 2021
Xiaoqi Ma, Xiaoyu Lin, Majed El Helou, Sabine Süsstrunk

* Code and models are publicly available on https://github.com/IVRL/DEU 

  Access Paper or Ask Questions

BIGPrior: Towards Decoupling Learned Prior Hallucination and Data Fidelity in Image Restoration


Nov 03, 2020
Majed El Helou, Sabine Süsstrunk

* Under submission. Code available on https://github.com/majedelhelou/BIGPrior 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Volumetric Transformer Networks


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

* ECCV 2020 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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) 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks


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


  Access Paper or Ask Questions

W2S: A Joint Denoising and Super-Resolution Dataset


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


  Access Paper or Ask Questions

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) 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

On Certifying Robust Models by Polyhedral Envelope


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


  Access Paper or Ask Questions

Drone Shadow Tracking


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

* 5 pages, 4 figures 

  Access Paper or Ask Questions

Fast and Efficient Zero-Learning Image Fusion


May 09, 2019
Fayez Lahoud, Sabine Süsstrunk

* 13 pages, 10 figures 

  Access Paper or Ask Questions

Self-Binarizing Networks


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

* 9 pages, 5 figures 

  Access Paper or Ask Questions

Detecting Memorization in ReLU Networks


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


  Access Paper or Ask Questions

Deep Feature Factorization For Concept Discovery


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

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

  Access Paper or Ask Questions

Fourier-Domain Optimization for Image Processing


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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

Deep Residual Network for Joint Demosaicing and Super-Resolution


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


  Access Paper or Ask Questions

Uniform Information Segmentation


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

* 9 pages 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

Incorporating Near-Infrared Information into Semantic Image Segmentation


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


  Access Paper or Ask Questions