Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data. - Oscar Mañas; Alexandre Lacoste; Xavier Giró-i-Nieto; David Vázquez 001; Pau Rodríguez (ICCV, 2021)

A Weakly Supervised Consistency-based Learning Method for COVID-19 Segmentation in CT Images. - Issam H. Laradji; Pau Rodríguez; Oscar Mañas; Keegan Lensink; Marco Law; Lironne Kurzman; William Parker; David Vázquez 001; Derek Nowrouzezahrai (WACV, 2021)

MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting. - Oscar Mañas; Pau Rodríguez López; Saba Ahmadi; Aida Nematzadeh; Yash Goyal; Aishwarya Agrawal (EACL, 2023)

Improving Automatic VQA Evaluation Using Large Language Models. - Oscar Mañas; Benno Krojer; Aishwarya Agrawal (AAAI, 2024)

An Introduction to Vision-Language Modeling. - Florian Bordes; Richard Yuanzhe Pang; Anurag Ajay; Alexander C. Li; Adrien Bardes; Suzanne Petryk; Oscar Mañas; Zhiqiu Lin; Anas Mahmoud 002; Bargav Jayaraman; Mark Ibrahim; Melissa Hall; et al. (CoRR, 2024)

Consistency-diversity-realism Pareto fronts of conditional image generative models. - Pietro Astolfi; Marlène Careil; Melissa Hall; Oscar Mañas; Matthew J. Muckley; Jakob Verbeek; Adriana Romero-Soriano; Michal Drozdzal (CoRR, 2024)

EvalGIM: A Library for Evaluating Generative Image Models. - Melissa Hall; Oscar Mañas; Reyhane Askari Hemmat; Mark Ibrahim; Candace Ross; Pietro Astolfi; Tariq Berrada Ifriqi; Marton Havasi; Yohann Benchetrit; Karen Ullrich; Carolina Braga; Abhishek Charnalia; et al. (CoRR, 2024)

Improving Text-to-Image Consistency via Automatic Prompt Optimization. - Oscar Mañas; Pietro Astolfi; Melissa Hall; Candace Ross; Jack Urbanek; Adina Williams; Aishwarya Agrawal; Adriana Romero-Soriano; Michal Drozdzal (Trans. Mach. Learn. Res., 2024)

Learning What Matters: Prioritized Concept Learning via Relative Error-driven Sample Selection. - Shivam Chandhok; Qian Yang; Oscar Mañas; Kanishk Jain; Leonid Sigal; Aishwarya Agrawal (CoRR, 2025)

Controlling Multimodal LLMs via Reward-guided Decoding. - Oscar Mañas; Pierluca D'Oro; Koustuv Sinha; Adriana Romero-Soriano; Michal Drozdzal; Aishwarya Agrawal (CoRR, 2025)