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Adriana Romero-Soriano

11 papers at tracked venues · 10 at CORE A* · active 2024–2026

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Venues

NeurIPS ×4ICCV ×2AAAI ×1CVPR ×1ECCV ×1ICLR ×1ICML ×1

Frequent coauthors

Michal Drozdzal
×8
Melissa Hall
×6
Pietro Astolfi
×5
Jakob Verbeek
×5
Reyhane Askari Hemmat
×4
Tariq Berrada Ifriqi
×3
Karteek Alahari
×3
Florian Bordes
×3
Marton Havasi
×2
Yohann Benchetrit
×2
Candace Ross
×2
Matthew J. Muckley
×2

Papers

  1. Bootstrapping Personalized Insulin Therapy via Model-Based Reinforcement Learning: An In Silico Study
    AAAI 2026 ·
    Sumana Basu
    ,
    Flemming Kondrup
    , Adriana Romero-Soriano,
    Doina Precup
  2. Boosting Latent Diffusion with Perceptual Objectives
    ICLR 2025 ·
    Tariq Berrada
    ,
    Pietro Astolfi
    ,
    Melissa Hall
    ,
    Marton Havasi
    ,
    Yohann Benchetrit
    , Adriana Romero-Soriano,
    Karteek Alahari
    ,
    Michal Drozdzal
    ,
    Jakob Verbeek
  3. Controlling Multimodal Llms Via Reward-Guided Decoding
    ICCV 2025 ·
    Oscar Mañas
    ,
    Pierluca D'Oro
    ,
    Koustuv Sinha
    , Adriana Romero-Soriano,
    Michal Drozdzal
    ,
    Aishwarya Agrawal
  4. DIMCIM: A Quantitative Evaluation Framework for Default-Mode Diversity and Generalization in Text-to-Image Generative Models
    ICCV 2025 ·
    Revant Teotia
    ,
    Candace Ross
    ,
    Karen Ullrich
    ,
    Sumit Chopra
    , Adriana Romero-Soriano,
    Melissa Hall
    ,
    Matthew J. Muckley
  5. Entropy Rectifying Guidance for Diffusion and Flow Models
    NeurIPS 2025 ·
    Tariq Berrada
    , Adriana Romero-Soriano,
    Michal Drozdzal
    ,
    Jakob J. Verbeek
    ,
    Karteek Alahari
  6. Improving the Scaling Laws of Synthetic Data with Deliberate Practice
    ICML 2025 ·
    Reyhane Askari Hemmat
    ,
    Mohammad Pezeshki
    ,
    Elvis Dohmatob
    ,
    Florian Bordes
    ,
    Pietro Astolfi
    ,
    Melissa Hall
    ,
    Jakob Verbeek
    ,
    Michal Drozdzal
    , Adriana Romero-Soriano
  7. Increasing the Utility of Synthetic Images through Chamfer Guidance
    NeurIPS 2025 ·
    Nicola Dall'Asen
    ,
    Xiaofeng Zhang
    ,
    Reyhane Askari Hemmat
    ,
    Melissa Hall
    ,
    Jakob J. Verbeek
    , Adriana Romero-Soriano,
    Michal Drozdzal
  8. Object-centric binding in Contrastive Language-Image Pretraining
    NeurIPS 2025 ·
    Rim Assouel
    ,
    Pietro Astolfi
    ,
    Florian Bordes
    ,
    Michal Drozdzal
    , Adriana Romero-Soriano
  9. A Picture is Worth More Than 77 Text Tokens: Evaluating CLIP-Style Models on Dense Captions
    CVPR 2024 ·
    Jack Urbanek
    ,
    Florian Bordes
    ,
    Pietro Astolfi
    ,
    Mary Williamson
    ,
    Vasu Sharma
    , Adriana Romero-Soriano
  10. Improving Geo-Diversity of Generated Images with Contextualized Vendi Score Guidance
    ECCV 2024 ·
    Reyhane Askari Hemmat
    ,
    Melissa Hall
    ,
    Alicia Sun
    ,
    Candace Ross
    ,
    Michal Drozdzal
    , Adriana Romero-Soriano
  11. On improved Conditioning Mechanisms and Pre-training Strategies for Diffusion Models
    NeurIPS 2024 ·
    Tariq Berrada Ifriqi
    ,
    Pietro Astolfi
    ,
    Melissa Hall
    ,
    Reyhane Askari Hemmat
    ,
    Yohann Benchetrit
    ,
    Marton Havasi
    ,
    Matthew J. Muckley
    ,
    Karteek Alahari
    , Adriana Romero-Soriano,
    Jakob Verbeek
    ,
    Michal Drozdzal