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Romero-Soriano, Adriana

  1. A Picture is Worth More Than 77 Text Tokens: Evaluating CLIP-Style Models on Dense Captions
    2023/12/14 by Jack Urbanek, Florian Bordes, Urbanek, Jack +9 · 21 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  2. Improving Text-to-Image Consistency via Automatic Prompt Optimization
    2024/03/26 by Oscar Mañas, Mañas, Oscar, Pietro Astolfi +15 · 21 citations
    Computer Science · Social Sciences · #Handwritten Text Recognition Techniques #Image Retrieval and Classification Techniques #Multimedia Communication and Technology
  3. Parameter Prediction for Unseen Deep Architectures
    2021/10/25 by Knyazev, Boris, Drozdzal, Michal, Taylor, Graham W. +1 · 7 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  4. Instance-Conditioned GAN
    2021/09/10 by Arantxa Casanova, Casanova, Arantxa, Marlène Careil +7 · 4 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  5. Feedback-guided Data Synthesis for Imbalanced Classification
    2023/09/29 by Reyhane Askari Hemmat, Hemmat, Reyhane Askari, Mohammad Zakaria Pezeshki +7 · 7 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  6. Boosting Latent Diffusion with Perceptual Objectives
    2024/11/06 by Berrada, Tariq, Astolfi, Pietro, Hall, Melissa +6 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  7. Improving the Scaling Laws of Synthetic Data with Deliberate Practice
    2025/02/21 by Askari-Hemmat, Reyhane, Pezeshki, Mohammad, Dohmatob, Elvis +6 · 9 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. On Improved Conditioning Mechanisms and Pre-training Strategies for Diffusion Models
    2024/11/05 by Ifriqi, Tariq Berrada, Astolfi, Pietro, Hall, Melissa +8 · 5 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. On the Challenges of using Reinforcement Learning in Precision Drug Dosing: Delay and Prolongedness of Action Effects
    2023/01/02 by Sumana Basu, Marc‐André Legault, Basu, Sumana +5 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Medicine · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Pharmaceutical studies and practices #Receptor Mechanisms and Signaling #Schizophrenia research and treatment
  10. Improving Geo-diversity of Generated Images with Contextualized Vendi Score Guidance
    2024/06/06 by Reyhane Askari Hemmat, Hemmat, Reyhane Askari, Melissa Hall +9 · 3 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Satellite Image Processing and Photogrammetry
  11. Graph Attention Networks with Positional Embeddings
    2021/05/09 by Ma, Liheng, Rabbany, Reihaneh, Romero-Soriano, Adriana · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. Learning to Substitute Ingredients in Recipes
    2023/02/15 by Fatemi, Bahare, Duval, Quentin, Girdhar, Rohit +2 · 1 citation
    #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
  13. Instance-Conditioned GAN Data Augmentation for Representation Learning
    2023/03/16 by Pietro Astolfi, Arantxa Casanova, Astolfi, Pietro +9 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  14. Object-centric Binding in Contrastive Language-Image Pretraining
    2025/02/19 by Rim Assouel, Assouel, Rim, Pietro Astolfi +7 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications #Image Retrieval and Classification Techniques
  15. DP-RDM: Adapting Diffusion Models to Private Domains Without Fine-Tuning
    2024/03/21 by Lebensold, Jonathan, Sanjabi, Maziar, Astolfi, Pietro +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. Entropy Rectifying Guidance for Diffusion and Flow Models
    2025/04/18 by Ifriqi, Tariq Berrada, Romero-Soriano, Adriana, Drozdzal, Michal +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  17. PairBench: Are Vision-Language Models Reliable at Comparing What They See?
    2025/02/21 by Feizi, Aarash, Rajeswar, Sai, Romero-Soriano, Adriana +4 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. Grounding Computer Use Agents on Human Demonstrations
    2025/11/10 by Feizi, Aarash, Nayak, Shravan, Jian, Xiangru +14 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. Decomposed evaluations of geographic disparities in text-to-image models
    2024/06/17 by Abhishek Sureddy, Sureddy, Abhishek, Dishant Padalia +15 · 1 citation
    Social Sciences · #Geographic Information Systems Studies
  20. EvalGIM: A Library for Evaluating Generative Image Models
    2024/12/13 by Melissa Hall, Oscar Mañas, Hall, Melissa +31 · 1 citation
    Computer Science · #Image Retrieval and Classification Techniques #Generative Adversarial Networks and Image Synthesis #Medical Image Segmentation Techniques
  21. Multi-Modal Language Models as Text-to-Image Model Evaluators
    2025/05/01 by Jiahui Chen, Candace Ross, Chen, Jiahui +11 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Topic Modeling