Sabine Süsstrunk

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 138

Top Venues

University of East Anglia, Norwich, UK (PHD)

Education History

University of East Anglia, Norwich, UK

PHD

Publications

Baran Ozaydin, Tong Zhang, Deblina Bhattacharjee, Sabine Süsstrunk, Mathieu Salzmann
OMH: Structured Sparsity via Optimally Matched Hierarchy for Unsupervised Semantic Segmentation. CoRR (2024)
Martin Nicolas Everaert, Athanasios Fitsios, Marco Bocchio, Sami Arpa, Sabine Süsstrunk, Radhakrishna Achanta
Exploiting the Signal-Leak Bias in Diffusion Models. WACV (2024)
Yitao Xu, Tong Zhang, Sabine Süsstrunk
AdaNCA: Neural Cellular Automata As Adaptors For More Robust Vision Transformer. CoRR (2024)
Shuangqi Li, Chen Liu, Tong Zhang, Hieu Le, Sabine Süsstrunk, Mathieu Salzmann
Controlling the Fidelity and Diversity of Deep Generative Models via Pseudo Density. CoRR (2024)
Congpei Qiu, Tong Zhang, Yanhao Wu, Wei Ke, Mathieu Salzmann, Sabine Süsstrunk
Mind Your Augmentation: The Key to Decoupling Dense Self-Supervised Learning. ICLR (2024)
Baran Ozaydin, Tong Zhang, Sabine Süsstrunk, Mathieu Salzmann
DSI2I: Dense Style for Unpaired Exemplar-based Image-to- Image Translation. Trans. Mach. Learn. Res. 2024 (2024)
Lingzhi Pan, Tong Zhang, Bingyuan Chen, Qi Zhou, Wei Ke, Sabine Süsstrunk, Mathieu Salzmann
Coherent and Multi-modality Image Inpainting via Latent Space Optimization. CoRR (2024)
Ehsan Pajouheshgar, Yitao Xu, Sabine Süsstrunk
NoiseNCA: Noisy Seed Improves Spatio-Temporal Continuity of Neural Cellular Automata. CoRR (2024)
Yitao Xu, Ehsan Pajouheshgar, Sabine Süsstrunk
Emergent Dynamics in Neural Cellular Automata. CoRR (2024)
Yanhao Wu, Tong Zhang, Wei Ke, Congpei Qiu, Sabine Süsstrunk, Mathieu Salzmann
Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange. CoRR (2024)
Zhi Chen, Yufan Ren, Tong Zhang, Zheng Dang, Wenbing Tao, Sabine Süsstrunk, Mathieu Salzmann
DiffusionPCR: Diffusion Models for Robust Multi-Step Point Cloud Registration. CoRR (2023)
Zhichao Huang, Yanbo Fan, Chen Liu, Weizhong Zhang, Yong Zhang, Mathieu Salzmann, Sabine Süsstrunk, Jue Wang
Fast Adversarial Training With Adaptive Step Size. IEEE Trans. Image Process. 32 (2023)
Ehsan Pajouheshgar, Yitao Xu, Tong Zhang, Sabine Süsstrunk
DyNCA: Real-Time Dynamic Texture Synthesis Using Neural Cellular Automata. CVPR (2023)
Bahar Aydemir, Ludo Hoffstetter, Tong Zhang, Mathieu Salzmann, Sabine Süsstrunk
TempSAL - Uncovering Temporal Information for Deep Saliency Prediction. CoRR (2023)
Deblina Bhattacharjee, Sabine Süsstrunk, Mathieu Salzmann
Dense Multitask Learning to Reconfigure Comics. CoRR (2023)
Deblina Bhattacharjee, Sabine Süsstrunk, Mathieu Salzmann
Vision Transformer Adapters for Generalizable Multitask Learning. ICCV (2023)
Chen Liu, Mathieu Salzmann, Sabine Süsstrunk
Training Provably Robust Models by Polyhedral Envelope Regularization. IEEE Trans. Neural Networks Learn. Syst. 34 (6) (2023)
Ehsan Pajouheshgar, Yitao Xu, Alexander Mordvintsev, Eyvind Niklasson, Tong Zhang, Sabine Süsstrunk
Mesh Neural Cellular Automata. CoRR (2023)
Yufan Ren, Fangjinhua Wang, Tong Zhang, Marc Pollefeys, Sabine Süsstrunk
VolRecon: Volume Rendering of Signed Ray Distance Functions for Generalizable Multi-View Reconstruction. CVPR (2023)
Dongqing Wang, Tong Zhang, Sabine Süsstrunk
NEMTO: Neural Environment Matting for Novel View and Relighting Synthesis of Transparent Objects. CoRR (2023)
Bahar Aydemir, Ludo Hoffstetter, Tong Zhang, Mathieu Salzmann, Sabine Süsstrunk
TempSAL - Uncovering Temporal Information for Deep Saliency Prediction. CVPR (2023)
Martin Nicolas Everaert, Athanasios Fitsios, Marco Bocchio, Sami Arpa, Sabine Süsstrunk, Radhakrishna Achanta
Exploiting the Signal-Leak Bias in Diffusion Models. CoRR (2023)
Deblina Bhattacharjee, Sabine Süsstrunk, Mathieu Salzmann
Dense Multitask Learning to Reconfigure Comics. CVPR Workshops (2023)
Martin Nicolas Everaert, Marco Bocchio, Sami Arpa, Sabine Süsstrunk, Radhakrishna Achanta
Diffusion in Style. ICCV (2023)
Yanhao Wu, Tong Zhang, Wei Ke, Sabine Süsstrunk, Mathieu Salzmann
Spatiotemporal Self-Supervised Learning for Point Clouds in the Wild. CVPR (2023)
Dongqing Wang, Tong Zhang, Sabine Süsstrunk
NEMTO: Neural Environment Matting for Novel View and Relighting Synthesis of Transparent Objects. ICCV (2023)
Dongqing Wang, Tong Zhang, Alaa Abboud, Sabine Süsstrunk
InpaintNeRF360: Text-Guided 3D Inpainting on Unbounded Neural Radiance Fields. CoRR (2023)
Deblina Bhattacharjee, Sabine Süsstrunk, Mathieu Salzmann
Vision Transformer Adapters for Generalizable Multitask Learning. CoRR (2023)
Yanhao Wu, Tong Zhang, Wei Ke, Sabine Süsstrunk, Mathieu Salzmann
Spatiotemporal Self-supervised Learning for Point Clouds in the Wild. CoRR (2023)
Yulun Jiang, Chen Liu, Zhichao Huang, Mathieu Salzmann, Sabine Süsstrunk
Bounded Adversarial Attacks. ICML (2023)
Peter Grönquist, Yufan Ren, Qingyi He, Alessio Verardo, Sabine Süsstrunk
Efficient Temporally-Aware DeepFake Detection using H.264 Motion Vectors. CoRR (2023)
Congpei Qiu, Tong Zhang, Wei Ke, Mathieu Salzmann, Sabine Süsstrunk
De-coupling and De-positioning Dense Self-supervised Learning. CoRR (2023)
Martin Nicolas Everaert, Marco Bocchio, Sami Arpa, Sabine Süsstrunk, Radhakrishna Achanta
VETIM: Expanding the Vocabulary of Text-to-Image Models only with Text. BMVC (2023)
Di Chang, Aljaz Bozic, Tong Zhang, Qingsong Yan, Yingcong Chen, Sabine Süsstrunk, Matthias Nießner
RC-MVSNet: Unsupervised Multi-View Stereo with Neural Rendering. CoRR (2022)
Zhichao Huang, Yanbo Fan, Chen Liu, Weizhong Zhang, Yong Zhang, Mathieu Salzmann, Sabine Süsstrunk, Jue Wang
Fast Adversarial Training with Adaptive Step Size. CoRR (2022)
Xiaoyu Lin, Baran Ozaydin, Vidit Vidit, Majed El Helou, Sabine Süsstrunk
DSR: Towards Drone Image Super-Resolution. CoRR (2022)
Majed El Helou, Sabine Süsstrunk
BIGPrior: Toward Decoupling Learned Prior Hallucination and Data Fidelity in Image Restoration. IEEE Trans. Image Process. 31 (2022)
Tong Zhang, Congpei Qiu, Wei Ke, Sabine Süsstrunk, Mathieu Salzmann
Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy. CoRR (2022)
Ehsan Pajouheshgar, Yitao Xu, Tong Zhang, Sabine Süsstrunk
DyNCA: Real-time Dynamic Texture Synthesis Using Neural Cellular Automata. CoRR (2022)
Di Chang, Aljaz Bozic, Tong Zhang, Qingsong Yan, Yingcong Chen, Sabine Süsstrunk, Matthias Nießner
RC-MVSNet: Unsupervised Multi-View Stereo with Neural Rendering. ECCV (31) (2022)
Ehsan Pajouheshgar, Tong Zhang, Sabine Süsstrunk
Optimizing Latent Space Directions for Gan-Based Local Image Editing. ICASSP (2022)
Tong Zhang, Congpei Qiu, Wei Ke, Sabine Süsstrunk, Mathieu Salzmann
Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy. CVPR (2022)
Hak Gu Kim, Davide Nanni, Sabine Süsstrunk
Natural-Looking Adversarial Examples from Freehand Sketches. ICASSP (2022)
Chen Liu, Ziqi Zhao, Sabine Süsstrunk, Mathieu Salzmann
Robust Binary Models by Pruning Randomly-initialized Networks. CoRR (2022)
Deblina Bhattacharjee, Tong Zhang, Sabine Süsstrunk, Mathieu Salzmann
MuIT: An End-to-End Multitask Learning Transformer. CVPR (2022)
Deblina Bhattacharjee, Martin Everaert, Mathieu Salzmann, Sabine Süsstrunk
Estimating Image Depth in the Comics Domain. WACV (2022)
Baran Ozaydin, Tong Zhang, Sabine Süsstrunk, Mathieu Salzmann
DSI2I: Dense Style for Unpaired Image-to-Image Translation. CoRR (2022)
Qiyuan Liang, Florian Cassayre, Haley Owsianko, Majed El Helou, Sabine Süsstrunk
Image Denoising with Control over Deep Network Hallucination. Computational Imaging (2022)
Yufan Ren, Fangjinhua Wang, Tong Zhang, Marc Pollefeys, Sabine Süsstrunk
VolRecon: Volume Rendering of Signed Ray Distance Functions for Generalizable Multi-View Reconstruction. CoRR (2022)
Deblina Bhattacharjee, Tong Zhang, Sabine Süsstrunk, Mathieu Salzmann
MulT: An End-to-End Multitask Learning Transformer. CoRR (2022)
Bahar Aydemir, Deblina Bhattacharjee, Tong Zhang, Seungryong Kim, Mathieu Salzmann, Sabine Süsstrunk
Modeling Object Dissimilarity for Deep Saliency Prediction. Trans. Mach. Learn. Res. 2022 (2022)
Nicolas Bähler, Majed El Helou, Étienne Objois, Kaan Okumus, Sabine Süsstrunk
PoGaIN: Poisson-Gaussian Image Noise Modeling From Paired Samples. IEEE Signal Process. Lett. 29 (2022)
Chen Liu, Ziqi Zhao, Sabine Süsstrunk, Mathieu Salzmann
Robust Binary Models by Pruning Randomly-initialized Networks. NeurIPS (2022)
Xiaoyu Lin, Baran Ozaydin, Vidit Vidit, Majed El Helou, Sabine Süsstrunk
DSR: Towards Drone Image Super-Resolution. ECCV Workshops (2) (2022)
Nicolas Bähler, Majed El Helou, Étienne Objois, Kaan Okumus, Sabine Süsstrunk
PoGaIN: Poisson-Gaussian Image Noise Modeling from Paired Samples. CoRR (2022)
Qiyuan Liang, Florian Cassayre, Haley Owsianko, Majed El Helou, Sabine Süsstrunk
Image Denoising with Control over Deep Network Hallucination. CoRR (2022)
Chen Liu, Zhichao Huang, Mathieu Salzmann, Tong Zhang, Sabine Süsstrunk
On the Impact of Hard Adversarial Instances on Overfitting in Adversarial Training. CoRR (2021)
Majed El Helou, Ruofan Zhou, Sabine Süsstrunk, Radu Timofte
NTIRE 2021 Depth Guided Image Relighting Challenge. CoRR (2021)
Xiaoyu Lin, Deblina Bhattacharjee, Majed El Helou, Sabine Süsstrunk
Fidelity Estimation Improves Noisy-Image Classification With Pretrained Networks. IEEE Signal Process. Lett. 28 (2021)
Majed El Helou, Ruofan Zhou, Sabine Süsstrunk, Radu Timofte
NTIRE 2021 Depth Guided Image Relighting Challenge. CVPR Workshops (2021)
Xiaoqi Ma, Xiaoyu Lin, Majed El Helou, Sabine Süsstrunk
Deep Gaussian Denoiser Epistemic Uncertainty and Decoupled Dual-Attention Fusion. CoRR (2021)
Xiaoqi Ma, Xiaoyu Lin, Majed El Helou, Sabine Süsstrunk
Deep Gaussian Denoiser Epistemic Uncertainty and Decoupled Dual-Attention Fusion. ICIP (2021)
Ehsan Pajouheshgar, Tong Zhang, Sabine Süsstrunk
Optimizing Latent Space Directions For GAN-based Local Image Editing. CoRR (2021)
Deblina Bhattacharjee, Martin Everaert, Mathieu Salzmann, Sabine Süsstrunk
Estimating Image Depth in the Comics Domain. CoRR (2021)
Xiaoyu Lin, Deblina Bhattacharjee, Majed El Helou, Sabine Süsstrunk
Fidelity Estimation Improves Noisy-Image Classification with Pretrained Networks. CoRR (2021)
Bahar Aydemir, Deblina Bhattacharjee, Seungryong Kim, Tong Zhang, Mathieu Salzmann, Sabine Süsstrunk
Modeling Object Dissimilarity for Deep Saliency Prediction. CoRR (2021)
Marjan Shahpaski, Luis Ricardo Sapaico, Sabine Süsstrunk
Surface roughness estimation using structured light projection. Material Appearance (2021)
Siavash Arjomand Bigdeli, David Honzátko, Sabine Süsstrunk, L. Andrea Dunbar
Image Restoration using Plug-and-Play CNN MAP Denoisers. VISIGRAPP (4: VISAPP) (2020)
Seungryong Kim, Sabine Süsstrunk, Mathieu Salzmann
Volumetric Transformer Networks. ECCV (28) (2020)
Majed El Helou, Sabine Süsstrunk
BIGPrior: Towards Decoupling Learned Prior Hallucination and Data Fidelity in Image Restoration. CoRR (2020)
Chen Liu, Mathieu Salzmann, Tao Lin, Ryota Tomioka, Sabine Süsstrunk
On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them. CoRR (2020)
Majed El Helou, Ruofan Zhou, Johan Barthas, Sabine Süsstrunk
VIDIT: Virtual Image Dataset for Illumination Transfer. CoRR (2020)
Edo Collins, Raja Bala, Bob Price, Sabine Süsstrunk
Editing in Style: Uncovering the Local Semantics of GANs. CoRR (2020)
Chen Liu, Mathieu Salzmann, Tao Lin, Ryota Tomioka, Sabine Süsstrunk
On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them. NeurIPS (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, C. Victor Jiji, Yu Zhu, Liping Dong, Zhuolong Jiang, Chenghua Li, Cong Leng, Jian Cheng
AIM 2020: Scene Relighting and Illumination Estimation Challenge. CoRR (2020)
Majed El Helou, Sabine Süsstrunk
Blind Universal Bayesian Image Denoising With Gaussian Noise Level Learning. IEEE Trans. Image Process. 29 (2020)
Edo Collins, Raja Bala, Bob Price, Sabine Süsstrunk
Editing in Style: Uncovering the Local Semantics of GANs. CVPR (2020)
Ruofan Zhou, Majed El Helou, Daniel Sage, Thierry Laroche, Arne Seitz, Sabine Süsstrunk
W2S: A Joint Denoising and Super-Resolution Dataset. CoRR (2020)
Majed El Helou, Ruofan Zhou, Frank Schmutz, Fabrice Guibert, Sabine Süsstrunk
Divergence-Based Adaptive Extreme Video Completion. CoRR (2020)
Majed El Helou, Ruofan Zhou, Frank Schmutz, Fabrice Guibert, Sabine Süsstrunk
Divergence-Based Adaptive Extreme Video Completion. ICASSP (2020)
Majed El Helou, Frederike Dümbgen, Sabine Süsstrunk
AL2: Progressive Activation Loss for Learning General Representations in Classification Neural Networks. CoRR (2020)
Gökhan Yildirim, Debashis Sen, Mohan S. Kankanhalli, Sabine Süsstrunk
Evaluating Salient Object Detection in Natural Images with Multiple Objects having Multi-level Saliency. CoRR (2020)
Ruofan Zhou, Majed El Helou, Daniel Sage, Thierry Laroche, Arne Seitz, Sabine Süsstrunk
W2S: Microscopy Data with Joint Denoising and Super-Resolution for Widefield to SIM Mapping. ECCV Workshops (1) (2020)
Gökhan Yildirim, Debashis Sen, Mohan S. Kankanhalli, Sabine Süsstrunk
Evaluating salient object detection in natural images with multiple objects having multi-level saliency. IET Image Process. 14 (10) (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, C. V. Jiji, Yu Zhu, Liping Dong, Zhuolong Jiang, Chenghua Li, Cong Leng, Jian Cheng
AIM 2020: Scene Relighting and Illumination Estimation Challenge. ECCV Workshops (3) (2020)
Majed El Helou, Ruofan Zhou, Sabine Süsstrunk
Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks. CoRR (2020)
Majed El Helou, Frederike Dümbgen, Sabine Süsstrunk
AL2: Progressive Activation Loss for Learning General Representations in Classification Neural Networks. ICASSP (2020)
Majed El Helou, Ruofan Zhou, Sabine Süsstrunk
Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks. ECCV (16) (2020)
Seungryong Kim, Sabine Süsstrunk, Mathieu Salzmann
Volumetric Transformer Networks. CoRR (2020)
Ruofan Zhou, Fayez Lahoud, Majed El Helou, Sabine Süsstrunk
A comparative study on wavelets and residuals in deep super resolution. Computational Imaging (2019)
Xiaoyan Zou, Ruofan Zhou, Majed El Helou, Sabine Süsstrunk
Drone Shadow Tracking. CoRR (2019)
Marjan Shahpaski, Luis Ricardo Sapaico, Sabine Süsstrunk
Comparative analysis of transmittance measurement geometries and apparatus. Material Appearance (2019)
Edo Collins, Sabine Süsstrunk
Deep Feature Factorization for Content-Based Image Retrieval and Localization. ICIP (2019)
Daniel Heydecker, Georg Maierhofer, Angelica I. Avilés-Rivero, Qingnan Fan, Dongdong Chen, Carola-Bibiane Schönlieb, Sabine Süsstrunk
Mirror, Mirror, on the Wall, Who's Got the Clearest Image of Them All? - A Tailored Approach to Single Image Reflection Removal. IEEE Trans. Image Process. 28 (12) (2019)
Fayez Lahoud, Sabine Süsstrunk
Fast and Efficient Zero-Learning Image Fusion. CoRR (2019)
Siavash Arjomand Bigdeli, Sabine Süsstrunk
Deep Semantic Segmentation Using Nir as Extra Physical Information. ICIP (2019)
Chen Liu, Mathieu Salzmann, Sabine Süsstrunk
On Certifying Robust Models by Polyhedral Envelope. CoRR (2019)
Majed El Helou, Sabine Süsstrunk
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning. CoRR (2019)
Fayez Lahoud, Sabine Süsstrunk
Zero-Learning Fast Medical Image Fusion. FUSION (2019)
Fayez Lahoud, Sabine Süsstrunk
AR in VR: Simulating augmented reality glass for image fusion. ERVR (2019)

Sabine Süsstrunk.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Sabine Süsstrunk