Mañas, Oscar

1. An Introduction to Vision-Language Modeling
   2024/05/27 by Florian Bordes, Richard Yuanzhe Pang, Bordes, Florian +80 · 4 voices · 61 citations
   Computer Science · Social Sciences · #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG) #cs.LG
2. Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data
   2021/03/30 by Oscar Mañas, Mañas, Oscar, Alexandre Lacoste +7 · 29 citations
   Computer Science · Engineering · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Flood Risk Assessment and Management #Remote-Sensing Image Classification
3. Improving Text-to-Image Consistency via Automatic Prompt Optimization
   2024/03/26 by Oscar Mañas, Mañas, Oscar, Pietro Astolfi +15 · 32 citations
   Computer Science · Social Sciences · #Handwritten Text Recognition Techniques #Image Retrieval and Classification Techniques #Multimedia Communication and Technology
4. Improving Automatic VQA Evaluation Using Large Language Models
   2023/10/04 by Oscar Mañas, Mañas, Oscar, Benno Krojer +3 · 12 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
5. Consistency-diversity-realism Pareto fronts of conditional image generative models
   2024/06/14 by Pietro Astolfi, Astolfi, Pietro, Marlène Careil +13 · 13 citations
   Arts and Humanities · #Philosophy and History of Science
6. MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting
   2022/10/13 by Oscar Mañas, Pau Rodríguez, Mañas, Oscar +9 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
7. EvalGIM: A Library for Evaluating Generative Image Models
   2024/12/13 by Melissa Hall, Hall, Melissa, Oscar Mañas +31 · 1 citation
   Computer Science · #Image Retrieval and Classification Techniques #Generative Adversarial Networks and Image Synthesis #Medical Image Segmentation Techniques