From Script to Summary: A Smarter Way to Condense Movies

9 Apr 2025

A scalable AI summarization pipeline that extracts and condenses essential scenes from movie scripts with high accuracy.

What Makes a Scene Important? This AI Knows

9 Apr 2025

Enhancing movie script summarization with scene saliency detection for better content selection and efficient storytelling.

How AI Learns to Summarize Movies Like a Human

9 Apr 2025

A two-stage model that selects key movie scenes and summarizes scripts more effectively using a novel human-annotated saliency dataset.

This Model Knows Which Movie Scenes Matter Most

9 Apr 2025

AI model identifies key scenes in movie scripts to create accurate summaries, reducing length while improving narrative clarity.

Smart Summaries: Teaching AI to Pick Key Scenes from Scripts

9 Apr 2025

A new summarization method pinpoints critical movie scenes for faster, more effective script-to-summary generation using AI.

Turning Movie Scripts into Short Summaries—Smarter and Faster

9 Apr 2025

Automatically summarize movie scripts by selecting only the most relevant scenes, powered by a human-annotated dataset.

Fast-Coresets: A Nearly-Linear Time Algorithm for Efficient Clustering

21 Feb 2025

Discover a nearly-linear time coreset algorithm for k-means and k-median clustering.

Make Big Data More Manageable with Smart Sampling

21 Feb 2025

Learn the limits of clustering compression, appreciating Fast-Coresets' efficiency and questioning how fairness and optimality fit into future coreset research

Why Some Data Sampling Methods Fail (And Others Don’t)

20 Feb 2025

A deep dive into Fast-Coresets, BICO, and sensitivity sampling, evaluating speed vs. accuracy trade-offs in clustering compression.