Sabine Süsstrunk

30 papers · 2017–2025 · 8 conferences · across top CS/AI conferences

Achievements

+10 more ↓

🏃 Academic Marathon (8) 🌍 Conference Polyglot (8) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (10)

🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (6) 🗺️ Taxonomy Completionist (55) 🏆 Keyword Champion (2) 🤝 Dynamic Duo (15) ⚡ Prolific Year (5) 💎 Century Club (30) 📈 Trend Setter 🗃️ Keyword Collector (125) 🚀 Conference Pioneer

Conferences

CVPR (14) ECCV (4) ICCV (4) NIPS (3) WACV (2) ICLR (1) ICML (1) JMLR (1)

Top co-authors

Tong Zhang (15) Mathieu Salzmann (13) Radhakrishna Achanta (5) Chen Liu (4) Wei Ke (4) Deblina Bhattacharjee (4) Congpei Qiu (3) Yanhao Wu (3) Yufan Ren (2) Dongqing Wang (2)

Keywords

adversarial robustness (4) adversarial training (3) self-supervised learning (3) semantic segmentation (3) diffusion model (2) domain adaptation (2) multitask learning (2) contrastive learning (2) neural cellular automata (2) generative adversarial network (2) image generation (2) point cloud (2) neural radiance field (2) image restoration (2) signed distance function (2) depth estimation (2) transfer learning (1) zero-shot learning (1) lottery ticket hypothesis (1) feature learning (1)

Papers

FDS: Frequency-Aware Denoising Score for Text-Guided Latent Diffusion Image Editing CVPR 2025 AdanCA: Neural Cellular Automata As Adaptors For More Robust Vision Transformer NIPS 2024 Exploiting the Signal-Leak Bias in Diffusion Models WACV 2024 Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange CVPR 2024 InNeRF360: Text-Guided 3D-Consistent Object Inpainting on 360-degree Neural Radiance Fields CVPR 2024 Data Augmentation via Latent Diffusion for Saliency Prediction ECCV 2024 Mind Your Augmentation: The Key to Decoupling Dense Self-Supervised Learning ICLR 2024 On the Impact of Hard Adversarial Instances on Overfitting in Adversarial Training JMLR 2024 Spatiotemporal Self-Supervised Learning for Point Clouds in the Wild CVPR 2023 Vision Transformer Adapters for Generalizable Multitask Learning ICCV 2023 Diffusion in Style ICCV 2023 VolRecon: Volume Rendering of Signed Ray Distance Functions for Generalizable Multi-View Reconstruction CVPR 2023 NEMTO: Neural Environment Matting for Novel View and Relighting Synthesis of Transparent Objects ICCV 2023 DyNCA: Real-Time Dynamic Texture Synthesis Using Neural Cellular Automata CVPR 2023 TempSAL - Uncovering Temporal Information for Deep Saliency Prediction CVPR 2023 Towards Stable and Efficient Adversarial Training against $l_1$ Bounded Adversarial Attacks ICML 2023 MulT: An End-to-End Multitask Learning Transformer CVPR 2022 Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy CVPR 2022 Estimating Image Depth in the Comics Domain WACV 2022 Robust Binary Models by Pruning Randomly-initialized Networks NIPS 2022 RC-MVSNet: Unsupervised Multi-View Stereo with Neural Rendering ECCV 2022 Editing in Style: Uncovering the Local Semantics of GANs CVPR 2020 On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them NIPS 2020 Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks ECCV 2020 Kernel Modeling Super-Resolution on Real Low-Resolution Images ICCV 2019 Deep Feature Factorization For Concept Discovery ECCV 2018 Webly Supervised Semantic Segmentation CVPR 2017 Single Image Reflection Suppression CVPR 2017 Superpixels and Polygons Using Simple Non-Iterative Clustering CVPR 2017 Simultaneous Geometric and Radiometric Calibration of a Projector-Camera Pair CVPR 2017