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08/22/2023
ViLLA: Fine-Grained Vision-Language Representation Learning from Real-World Data
Vision-language models (VLMs), such as CLIP and ALIGN, are generally tra...
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11/15/2022
Toward expanding the scope of radiology report summarization to multiple anatomies and modalities
Radiology report summarization is a growing area of research. Given the ...
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03/24/2022
Domino: Discovering Systematic Errors with Cross-Modal Embeddings
Machine learning models that achieve high overall accuracy often make sy...
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10/15/2021
Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text
Named entity disambiguation (NED), which involves mapping textual mentio...
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12/16/2020
Training an Emotion Detection Classifier using Frames from a Mobile Therapeutic Game for Children with Developmental Disorders
Automated emotion classification could aid those who struggle to recogni...
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11/10/2020