Susstrunk, Sabine

51 publications

TMLR 2025 Adaptive Multi-Step Refinement Network for Robust Point Cloud Registration Zhi Chen, Yufan Ren, Tong Zhang, Zheng Dang, Wenbing Tao, Sabine Susstrunk, Mathieu Salzmann

CVPR 2025 FDS: Frequency-Aware Denoising Score for Text-Guided Latent Diffusion Image Editing Yufan Ren, Zicong Jiang, Tong Zhang, Søren Forchhammer, Sabine Süsstrunk

NeurIPS 2024 AdanCA: Neural Cellular Automata as Adaptors for More Robust Vision Transformer Yitao Xu, Tong Zhang, Sabine Süsstrunk

TMLR 2024 Controlling the Fidelity and Diversity of Deep Generative Models via Pseudo Density Shuangqi Li, Chen Liu, Tong Zhang, Hieu Le, Sabine Susstrunk, Mathieu Salzmann

TMLR 2024 DSI2I: Dense Style for Unpaired Exemplar-Based Image-to- Image Translation Baran Ozaydin, Tong Zhang, Sabine Susstrunk, Mathieu Salzmann

ECCV 2024 Data Augmentation via Latent Diffusion for Saliency Prediction Bahar Aydemir, Deblina Bhattacharjee, Tong Zhang, Mathieu Salzmann, Sabine Süsstrunk

WACV 2024 Exploiting the Signal-Leak Bias in Diffusion Models Martin Nicolas Everaert, Athanasios Fitsios, Marco Bocchio, Sami Arpa, Sabine Süsstrunk, Radhakrishna Achanta

CVPR 2024 InNeRF360: Text-Guided 3D-Consistent Object Inpainting on 360-Degree Neural Radiance Fields Dongqing Wang, Tong Zhang, Alaa Abboud, Sabine Süsstrunk

ICLR 2024 Mind Your Augmentation: The Key to Decoupling Dense Self-Supervised Learning Congpei Qiu, Tong Zhang, Yanhao Wu, Wei Ke, Mathieu Salzmann, Sabine Süsstrunk

CVPR 2024 Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning Through Object Exchange Yanhao Wu, Tong Zhang, Wei Ke, Congpei Qiu, Sabine Süsstrunk, Mathieu Salzmann

JMLR 2024 On the Impact of Hard Adversarial Instances on Overfitting in Adversarial Training Chen Liu, Zhichao Huang, Mathieu Salzmann, Tong Zhang, Sabine Süsstrunk

ECCVW 2024 Unlocking Comics: The AI4VA Dataset for Visual Understanding Peter Grönquist, Deblina Bhattacharjee, Bahar Aydemir, Baran Ozaydin, Tong Zhang, Mathieu Salzmann, Sabine Süsstrunk

CVPRW 2023 Dense Multitask Learning to Reconfigure Comics Deblina Bhattacharjee, Sabine Süsstrunk, Mathieu Salzmann

ICCV 2023 Diffusion in Style Martin Nicolas Everaert, Marco Bocchio, Sami Arpa, Sabine Süsstrunk, Radhakrishna Achanta

CVPR 2023 DyNCA: Real-Time Dynamic Texture Synthesis Using Neural Cellular Automata Ehsan Pajouheshgar, Yitao Xu, Tong Zhang, Sabine Süsstrunk

ICCV 2023 NEMTO: Neural Environment Matting for Novel View and Relighting Synthesis of Transparent Objects Dongqing Wang, Tong Zhang, Sabine Süsstrunk

CVPR 2023 Spatiotemporal Self-Supervised Learning for Point Clouds in the Wild Yanhao Wu, Tong Zhang, Wei Ke, Sabine Süsstrunk, Mathieu Salzmann

CVPR 2023 TempSAL - Uncovering Temporal Information for Deep Saliency Prediction Bahar Aydemir, Ludo Hoffstetter, Tong Zhang, Mathieu Salzmann, Sabine Süsstrunk

ICML 2023 Towards Stable and Efficient Adversarial Training Against $l_1$ Bounded Adversarial Attacks Yulun Jiang, Chen Liu, Zhichao Huang, Mathieu Salzmann, Sabine Susstrunk

ICCV 2023 Vision Transformer Adapters for Generalizable Multitask Learning Deblina Bhattacharjee, Sabine Süsstrunk, Mathieu Salzmann

CVPR 2023 VolRecon: Volume Rendering of Signed Ray Distance Functions for Generalizable Multi-View Reconstruction Yufan Ren, Fangjinhua Wang, Tong Zhang, Marc Pollefeys, Sabine Süsstrunk

ECCVW 2022 DSR: Towards Drone Image Super-Resolution Xiaoyu Lin, Baran Ozaydin, Vidit Vidit, Majed El Helou, Sabine Süsstrunk

WACV 2022 Estimating Image Depth in the Comics Domain Deblina Bhattacharjee, Martin Everaert, Mathieu Salzmann, Sabine Süsstrunk

CVPR 2022 Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy Tong Zhang, Congpei Qiu, Wei Ke, Sabine Süsstrunk, Mathieu Salzmann

TMLR 2022 Modeling Object Dissimilarity for Deep Saliency Prediction Bahar Aydemir, Deblina Bhattacharjee, Tong Zhang, Seungryong Kim, Mathieu Salzmann, Sabine Süsstrunk

CVPR 2022 MulT: An End-to-End Multitask Learning Transformer Deblina Bhattacharjee, Tong Zhang, Sabine Süsstrunk, Mathieu Salzmann

ECCV 2022 RC-MVSNet: Unsupervised Multi-View Stereo with Neural Rendering Di Chang, Aljaž Božič, Tong Zhang, Qingsong Yan, Yingcong Chen, Sabine Süsstrunk, Matthias Nießner

NeurIPS 2022 Robust Binary Models by Pruning Randomly-Initialized Networks Chen Liu, Ziqi Zhao, Sabine Süsstrunk, Mathieu Salzmann

CVPRW 2021 NTIRE 2021 Depth Guided Image Relighting Challenge Majed El Helou, Ruofan Zhou, Sabine Süsstrunk, Radu Timofte

ECCVW 2020 AIM 2020: Scene Relighting and Illumination Estimation Challenge 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, P. S Hrishikesh, Melvin Kuriakose, C. V. Jiji, Yu Zhu, Liping Dong, Zhuolong Jiang, Chenghua Li, Cong Leng, Jian Cheng

NeurIPS 2020 On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them Chen Liu, Mathieu Salzmann, Tao Lin, Ryota Tomioka, Sabine Süsstrunk

ECCV 2020 Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks Majed El Helou, Ruofan Zhou, Sabine Süsstrunk

ECCVW 2020 W2S: Microscopy Data with Joint Denoising and Super-Resolution for Widefield to SIM Mapping Ruofan Zhou, Majed El Helou, Daniel Sage, Thierry Laroche, Arne Seitz, Sabine Süsstrunk

ECCV 2018 Deep Feature Factorization for Concept Discovery Edo Collins, Radhakrishna Achanta, Sabine Susstrunk

ECCVW 2018 Multi-Modal Spectral Image Super-Resolution Fayez Lahoud, Ruofan Zhou, Sabine Süsstrunk

ECCVW 2018 PIRM2018 Challenge on Spectral Image Super-Resolution: Methods and Results Mehrdad Shoeiby, Antonio Robles-Kelly, Radu Timofte, Ruofan Zhou, Fayez Lahoud, Sabine Süsstrunk, Zhiwei Xiong, Zhan Shi, Chang Chen, Dong Liu, Zheng-Jun Zha, Feng Wu, Kaixuan Wei, Tao Zhang, Lizhi Wang, Ying Fu, Koushik Nagasubramanian, Asheesh K. Singh, Arti Singh, Soumik Sarkar, Baskar Ganapathysubramanian

CVPR 2017 Simultaneous Geometric and Radiometric Calibration of a Projector-Camera Pair Marjan Shahpaski, Luis Ricardo Sapaico, Gaspard Chevassus, Sabine Susstrunk

CVPR 2017 Single Image Reflection Suppression Nikolaos Arvanitopoulos, Radhakrishna Achanta, Sabine Susstrunk

CVPR 2017 Superpixels and Polygons Using Simple Non-Iterative Clustering Radhakrishna Achanta, Sabine Susstrunk

CVPR 2017 Webly Supervised Semantic Segmentation Bin Jin, Maria V. Ortiz Segovia, Sabine Susstrunk

ECCV 2016 Pose and Pathosformel in Aby Warburg's Bilderatlas Leonardo Impett, Sabine Süsstrunk

ECCVW 2016 Pose and Pathosformel in Aby Warburg's Bilderatlas Leonardo Impett, Sabine Süsstrunk

WACV 2013 What Is the Space of Spectral Sensitivity Functions for Digital Color Cameras? Jun Jiang, Dengyu Liu, Jinwei Gu, Sabine Süsstrunk

ECCV 2012 Semantic Image Segmentation Using Visible and Near-Infrared Channels Neda Salamati, Diane Larlus, Gabriela Csurka, Sabine Süsstrunk

ECCVW 2012 Semantic Image Segmentation Using Visible and Near-Infrared Channels Neda Salamati, Diane Larlus, Gabriela Csurka, Sabine Süsstrunk

CVPR 2011 Multi-Spectral SIFT for Scene Category Recognition Matthew A. Brown, Sabine Süsstrunk

ICCV 2011 Revisiting Radiometric Calibration for Color Computer Vision Hai Ting Lin, Seon Joo Kim, Sabine Süsstrunk, Michael S. Brown

CVPRW 2011 Spatio-Chromatic Decorrelation by Shift-Invariant Filtering Matthew A. Brown, Sabine Süsstrunk, Pascal Fua

CVPR 2009 Appearance-Based Keypoint Clustering Francisco J. Estrada, Pascal Fua, Vincent Lepetit, Sabine Süsstrunk

CVPR 2009 Frequency-Tuned Salient Region Detection Radhakrishna Achanta, Sheila S. Hemami, Francisco J. Estrada, Sabine Süsstrunk

ICCVW 2009 Image Reconstruction in the Gigavision Camera Feng Yang, Luciano Sbaiz, Edoardo Charbon, Sabine Süsstrunk, Martin Vetterli