Video 101112zip -

Mention current state-of-the-art models like Make-A-Video and Video-to-Video Synthesis .

1. Abstract

Generates a virtual "talking head" and a synchronized cursor to highlight key points. 5. Evaluation Benchmarks Detail how to measure success using metrics like: Video 101112zip

An automated pipeline that handles long-context research papers with complex figures and tables. 3. Related Work but manually creating presentation videos (slides

Describe the multi-step process often used in these systems: editing) is time-consuming.

Summarize the goal of creating a system that takes a scientific paper (like those in the set) and automatically generates a 5-10 minute presentation video. Mention the reduction in labor for researchers and the use of multi-agent frameworks like PaperTalker . 2. Introduction

Research communication is essential, but manually creating presentation videos (slides, recording, editing) is time-consuming.