Sabine Süsstrunk
- SLIC Superpixels Compared to State-of-the-Art Superpixel Methods
2012/11/01 by R. Achanta, A. Shaji, K. Smith +3 · 54 citations
- Exploiting the Signal-Leak Bias in Diffusion Models
2023/09/27 by Martin Everaert, Everaert, Martin Nicolas, Athanasios Fitsios +9 · 6 citations
Medicine · Computer Science · #Advanced Neuroimaging Techniques and Applications #Generative Adversarial Networks and Image Synthesis
- Editing in Style: Uncovering the Local Semantics of GANs
2020/04/29 by Edo Collins, Collins, Edo, Raja Bala +5 · 3 citations
Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- TempSAL -- Uncovering Temporal Information for Deep Saliency Prediction
2023/01/05 by Bahar Aydemir, Ludo Hoffstetter, Aydemir, Bahar +7 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
- Deep Feature Factorization For Concept Discovery
2018/06/26 by Edo Collins, Collins, Edo, Radhakrishna Achanta +3 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- Fast Adversarial Training with Adaptive Step Size
2022/06/06 by Zhichao Huang, Yanbo Fan, Huang, Zhichao +13 · 3 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI
- Vision Transformer Adapters for Generalizable Multitask Learning
2023/08/23 by Deblina Bhattacharjee, Bhattacharjee, Deblina, Sabine Süsstrunk +3 · 3 citations
Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy
2022/03/31 by Tong Zhang, Congpei Qiu, Zhang, Tong +7 · 2 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Remote-Sensing Image Classification
- Stochastic Frequency Masking to Improve Super-Resolution and Denoising\n Networks
2020/03/16 by Majed El Helou, Ruofan Zhou, Helou, Majed El +3 · 1 citation
Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Photoacoustic and Ultrasonic Imaging #electronic engineering #information engineering
- Data Augmentation via Latent Diffusion for Saliency Prediction
2024/09/11 by Bahar Aydemir, Aydemir, Bahar, Deblina Bhattacharjee +7 · 2 citations
Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Diverse Topics in Contemporary Research #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Visual Attention and Saliency Detection
- Robust Binary Models by Pruning Randomly-initialized Networks
2022/02/03 by Chen Liu, Ziqi Zhao, Liu, Chen +5 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Advanced Neural Network Applications
- Mesh Neural Cellular Automata
2024/07/19 by Ehsan Pajouheshgar, Yitao Xu, Alexander Mordvintsev +3 · 2 citations
- Neural Particle Automata: Learning Self-Organizing Particle Dynamics
2026/01/22 by Hyunsoo Kim, Ehsan Pajouheshgar, Sabine Süsstrunk +2 · 2 voices
Computer Science · #cs.NE #cs.CV
- Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange
2024/04/11 by Yanhao Wu, Tong Zhang, Wu, Yanhao +9 · 1 citation
Earth and Planetary Sciences · Engineering · Environmental Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
- VibrantLeaves: A principled parametric image generator for training deep restoration models
2025/04/14 by Raphaël Achddou, Achddou, Raphael, Yann Gousseau +5 · 1 citation
Computer Science · Earth and Planetary Sciences · #Image Processing and 3D Reconstruction #Medical Image Segmentation Techniques #3D Surveying and Cultural Heritage