Adriana Romero-Soriano
11 papers · 2022–2026 · 8 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (22) π§ Keyword Pioneer π Cross-Pollinator (7) π Renaissance Researcher (6) π Interdisciplinary Bridge
π
Conference Polyglot
(8)
π
Grand Slam
π
Century Club
(10)
π₯
Unstoppable
(5)
Conferences
AAAI (2)
ICCV (2)
ICML (2)
CVPR (1)
ECCV (1)
ICLR (1)
MIDL (1)
NIPS (1)
Top co-authors
Keywords
benchmark evaluation
(1)
image generation
(1)
transfer learning
(1)
sequential decision making
(1)
attention mechanism
(1)
image reconstruction
(1)
visual grounding
(1)
markov decision process
(1)
message passing
(1)
partially observable markov decision process
(1)
model-based reinforcement learning
(1)
pretraining strategy
(1)
partial observability
(1)
inductive bia
(1)
graph transformer
(1)
text-to-image model
(1)
vision-language model
(1)
multimodal large language model
(1)
positional encoding
(1)
reinforcement learning
(1)
Papers
Bootstrapping Personalized Insulin Therapy via Model-Based Reinforcement Learning: An In Silico Study
AAAI 2026
Controlling Multimodal LLMs via Reward-guided Decoding
ICCV 2025
DIMCIM: A Quantitative Evaluation Framework for Default-mode Diversity and Generalization in Text-to-Image Generative Models
ICCV 2025
Boosting Latent Diffusion with Perceptual Objectives
ICLR 2025
Improving the Scaling Laws of Synthetic Data with Deliberate Practice
ICML 2025
On improved Conditioning Mechanisms and Pre-training Strategies for Diffusion Models
NIPS 2024
A Picture is Worth More Than 77 Text Tokens: Evaluating CLIP-Style Models on Dense Captions
CVPR 2024
Improving Geo-diversity of Generated Images with Contextualized Vendi Score Guidance
ECCV 2024
Graph Inductive Biases in Transformers without Message Passing
ICML 2023
On the Challenges of Using Reinforcement Learning in Precision Drug Dosing: Delay and Prolongedness of Action Effects
AAAI 2023
On learning adaptive acquisition policies for undersampled multi-coil MRI reconstruction
MIDL 2022