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Research & Development
SoccerHigh: Advancing Automatic Highlight Generation for Soccer Videos
TLDR: Researchers introduce SoccerHigh, a new public dataset of 237 soccer matches with professionally curated highlight summaries from Spanish, French, and Italian leagues. They...
Research & Development
Navigating Uncertainty: How Retrieval Augmented Language Models Handle What They Don’t Know
TLDR: This research paper investigates whether Retrieval Augmented Language Models (RALMs) effectively "know when they don't know," focusing on their ability to refuse to...
Research & Development
Advancing 3D CT Interpretation with Unified Vision-Language Modeling
TLDR: Uniferum is a new vision-language model for 3D Computed Tomography (CT) that combines different types of medical data, like disease labels and segmentation...
Research & Development
Unlocking Down Syndrome Insights with a Unified Knowledge Graph
TLDR: Researchers have developed a knowledge graph platform that integrates data from nine NIH INCLUDE studies on Down syndrome. This platform transforms fragmented data...
Research & Development
Advanced Training for Accurate Human Movement Prediction
TLDR: A new framework called MoBERT combines entropy-driven curriculum learning and multi-task learning to improve human mobility prediction. It quantifies trajectory predictability to train...
Research & Development
Boosting Efficiency in Few-Step Diffusion Models with Quantization-Aware Scheduling
TLDR: Q-Sched is a new method that makes text-to-image diffusion models more efficient by modifying their noise scheduler instead of their weights. It achieves...