Adriana Romero-Soriano
Publications by Year
Research Areas
Multimodal Machine Learning Applications, Generative Adversarial Networks and Image Synthesis, Topic Modeling, Advanced Image and Video Retrieval Techniques, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → Processing of Extremely High-Resolution LiDAR and RGB Data: Outcome of the 2015 IEEE GRSS Data Fusion Contest–Part A: 2-D Contest(2016)121 cited
- → Graph Attention Networks with Positional Embeddings(2021)17 cited
- → Graph Inductive Biases in Transformers without Message Passing(2023)15 cited
- → A Picture is Worth More Than 77 Text Tokens: Evaluating CLIP-Style Models on Dense Captions(2024)14 cited
- → Improving Text-to-Image Consistency via Automatic Prompt Optimization(2024)6 cited
- → Uncertainty-Driven Active Vision for Implicit Scene Reconstruction(2022)5 cited
- → On the Challenges of Using Reinforcement Learning in Precision Drug Dosing: Delay and Prolongedness of Action Effects(2023)4 cited
- → Learning to Substitute Ingredients in Recipes(2023)3 cited
- → Improved baselines for vision-language pre-training(2023)3 cited
- → Parameter Prediction for Unseen Deep Architectures(2021)3 cited