Wiles, Olivia
- Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
2024/03/08 by Gemini Robotics Team, Petko Georgiev, Gemini Team +2277 · 4 voices · 543 citations
Computer Science · #Semantic Web and Ontologies
- SynSin: End-to-end View Synthesis from a Single Image
2019/12/18 by Wiles, Olivia, Gkioxari, Georgia, Szeliski, Richard +1 · 16 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Generative models improve fairness of medical classifiers under distribution shifts
2023/04/18 by Sofia Ira Ktena, Olivia Wiles, Ktena, Ira +20 · 19 citations
Computer Science · Medicine · Biochemistry, Genetics and Molecular Biology · #AI in cancer detection #Colorectal Cancer Screening and Detection #Cancer Genomics and Diagnostics
- Data Augmentation Can Improve Robustness
2021/11/09 by Sylvestre-Alvise Rebuffi, Rebuffi, Sylvestre-Alvise, Sven Gowal +9 · 15 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Imaging Techniques and Applications
- A Fine-Grained Analysis on Distribution Shift
2021/10/21 by Wiles, Olivia, Gowal, Sven, Stimberg, Florian +4 · 9 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Fixing Data Augmentation to Improve Adversarial Robustness
2021/03/02 by Rebuffi, Sylvestre-Alvise, Gowal, Sven, Calian, Dan A. +3 · 8 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Improving Robustness using Generated Data
2021/10/18 by Sven Gowal, Sylvestre-Alvise Rebuffi, Gowal, Sven +9 · 8 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Differentially Private Diffusion Models Generate Useful Synthetic Images
2023/02/27 by Sahra Ghalebikesabi, Leonard Berrada, Ghalebikesabi, Sahra +17 · 9 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Imagen 3
2024/08/13 by Imagen-Team-Google, Jason Baldridge, : +526 · 1 voice · 3 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging #cs.CV
- AlphaEarth Foundations: An embedding field model for accurate and efficient global mapping from sparse label data
2025/07/29 by Brown, Christopher F., Kazmierski, Michal R., Pasquarella, Valerie J. +16 · 32 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- X2Face: A network for controlling face generation by using images, audio, and pose codes
2018/07/27 by Wiles, Olivia, Koepke, A. Sophia, Zisserman, Andrew · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Revisiting Text-to-Image Evaluation with Gecko: On Metrics, Prompts, and Human Ratings
2024/04/25 by Wiles, Olivia, Zhang, Chuhan, Albuquerque, Isabela +11 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Evaluating Numerical Reasoning in Text-to-Image Models
2024/06/20 by Ivana Kajić, Olivia Wiles, Kajić, Ivana +11 · 5 citations
Computer Science · #Data Visualization and Analytics #Multimodal Machine Learning Applications #Topic Modeling
- SilNet : Single- and Multi-View Reconstruction by Learning from Silhouettes
2017/11/21 by Wiles, Olivia, Zisserman, Andrew · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Defending Against Image Corruptions Through Adversarial Augmentations
2021/04/02 by Dan A. Calian, Florian Stimberg, Calian, Dan A. +11 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Discovering Bugs in Vision Models using Off-the-shelf Image Generation and Captioning
2022/08/18 by Wiles, Olivia, Albuquerque, Isabela, Gowal, Sven · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Compressed Vision for Efficient Video Understanding
2022/10/06 by Olivia Wiles, Wiles, Olivia, João Carreira +7 · 1 citation
Computer Science · Engineering · #Advanced Vision and Imaging #Advanced Image and Video Retrieval Techniques #CCD and CMOS Imaging Sensors
- Dynamic Classifier-Free Diffusion Guidance via Online Feedback
2025/09/19 by Pinelopi Papalampidi, Olivia Wiles, Papalampidi, Pinelopi +13 · 5 citations
Engineering · #Extremum Seeking Control Systems #Guidance and Control Systems #Iterative Learning Control Systems
- SynthID-Image: Image watermarking at internet scale
2025/10/10 by Sven Gowal, Gowal, Sven, Rudy Bunel +49 · 3 citations
Computer Science · #Advanced Steganography and Watermarking Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences