# Captain Cinema

Towards Short Movie Generation

Captain Cinema Team

## Remake movies with your story

Captain Cinema is designed to create multi-scene movies with professional cinematic quality, while keeping character and
scene consistency with super long context memory.
You can be the director to remake any movie
with your story, scenes and characters.

This cinematic short film follows the epic interstellar journey of Bruce Wayne, Joker, and Alfred Pennyworth through the cosmos. Given narrative captions, our model firstly renders consistent keyframe scenes, then do interleaved-conditioned video generation and output
a seamless multi-scene movie with superior visual consistency.

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Shot 1
Bruce and Alfred discuss with Joker
Shot 2
Joker speaks with Bruce in the control room
Shot 3
Hand interacts with fractured holographic display
Shot 4
Bruce looks intently at a screen
Shot 5
Joker gazes at a colorful nebula
Shot 6
Spaceship orbits past a dazzling bright sun
Shot 7
Close-up of intricate space station machinery
Shot 8
Bruce and Alfred watch a vibrant galaxy
Shot 9
Joker observes a vibrant green nebula
Shot 10
Screen shows green cosmic entity near planet
Shot 11
Joker very happy, seated in control room
Shot 12
Bruce looks to Joker, talks to Joker
Shot 13
Another day, Joker interacts with Alfred
Shot 14
Bruce looks intently at laptop screen
Shot 15
Joker stares menacingly at Bruce
Shot 16
Bruce looks outside and Joker looks behind
Shot 17
Bruce and Alfred share a meal together
Shot 18
Bruce in helmet surveys surroundings
Shot 19
Joker comes to speak with Bruce
Shot 20
Bruce watches monitors and talks to Joker
Shot 21
Joker operates controls in space suit
Shot 22
Astronaut looks up in dimly lit room
Shot 23
Spaceship orbits planet near a black hole
Shot 24
Stunning view of a luminous black hole
0:00 / 0:00

## Create Your Own Universe

Captain Cinema can branch storylines into completely different paths, each maintaining internal consistency while
exploring alternative creative imaginations.
Click on either Universe A or Universe B below to explore entirely different adventures across parallel universes.

### Universe A

Massive stars exploding creating a giant red space cloud

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### Universe B

Green cosmic energy transforming planet

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## You Only Generate Once

Our model bridges top-down keyframes generation to bottom-up mutli-frame interleaved-conditioned video generation, making
a unified pipeline for providing state-of-the-art
quality, consistency and controllability.

## Less tokens but longer context

Inspired by bounded‑area golden‑ratio squares, we propose GoldenMem to downsample history frames for long context memory without increasing tokens, showing
strong consistency and visual quality.

## Consistent, Robust and Smooth
Movie Generation

Captain Cinema disentangles the static generation and motion tasks, allowing our video generation model to focus on motion synthesis, making for more consistent, robust,
and smooth movie generation.

Text-only Long Context Tuning Interleaved-conditioned Long Context Tuning
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## Keyframe‑Level Creative Control

Captain Cinema, armed with powerful image‑editing models, turns every keyframe into a fully editable canvas—giving you precise control to restyle outfits, refine characters, or
brand objects, and then propagating those edits
flawlessly through the entire shot.

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## Research

Anonymous Authors