Oscar Mañas
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Remote-Sensing Image Classification, Flood Risk Assessment and Management, Multimodal Machine Learning Applications, Image Retrieval and Classification Techniques
Most-Cited Works
- → Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data(2021)295 cited
- → An Introduction to Vision-Language Modeling(2024)33 cited
- → Improving Automatic VQA Evaluation Using Large Language Models(2024)27 cited
- → MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting(2023)18 cited
- → A Weakly Supervised Consistency-based Learning Method for COVID-19 Segmentation in CT Images(2021)8 cited
- → Improving Text-to-Image Consistency via Automatic Prompt Optimization(2024)6 cited
- → Consistency-diversity-realism Pareto fronts of conditional image generative models(2024)3 cited
- → A Weakly Supervised Consistency-based Learning Method for COVID-19\n Segmentation in CT Images(2020)1 cited