FlashMotion: Few-Step Controllable Video Generation with Trajectory Guidance

Export BriefConnect with Author
View PDF ↗
PDF Viewer
Open Full PDF

BUILDER'S SANDBOX

Build This Paper

Use an AI coding agent to implement this research.

OpenAI Codex
OpenAI CodexAI Agent

Lightweight coding agent in your terminal.

Claude Code
Claude CodeAI Agent

Agentic coding tool for terminal workflows.

AntiGravity IDE
AntiGravity IDEScaffolding

AI agent mindset installer and workflow scaffolder.

Cursor
CursorIDE

AI-first code editor built on VS Code.

VS Code
VS CodeIDE

Free, open-source editor by Microsoft.

Estimated $9K - $13K over 6-10 weeks.

See exactly what it costs to build this -- with 3 comparable funded startups.

7-day free trial. Cancel anytime.

Discover the researchers behind this paper and find similar experts.

7-day free trial. Cancel anytime.

References (63)

[1]
POSE: Phased One-Step Adversarial Equilibrium for Video Diffusion Models
2025Jiaxiang Cheng, Bing Ma et al.
[2]
SwiftVideo: A Unified Framework for Few-Step Video Generation through Trajectory-Distribution Alignment
2025Yanxiao Sun, Jiafu Wu et al.
[3]
Tora2: Motion and Appearance Customized Diffusion Transformer for Multi-Entity Video Generation
2025Zhenghao Zhang, Junchao Liao et al.
[4]
Autoregressive Adversarial Post-Training for Real-Time Interactive Video Generation
2025Shanchuan Lin, Ceyuan Yang et al.
[5]
Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion
2025Xun Huang, Zhengqi Li et al.
[6]
DCM: Dual-Expert Consistency Model for Efficient and High-Quality Video Generation
2025Zhengyao Lv, Chenyang Si et al.
[7]
MagicMotion: Controllable Video Generation with Dense-to-Sparse Trajectory Guidance
2025Quanhao Li, Zhen Xing et al.
[8]
MagicDistillation: Weak-to-Strong Video Distillation for Large-Scale Few-Step Synthesis
2025Shitong Shao, Hongwei Yi et al.
[9]
DreamRelation: Relation-Centric Video Customization
2025Yujie Wei, Shiwei Zhang et al.
[10]
CineMaster: A 3D-Aware and Controllable Framework for Cinematic Text-to-Video Generation
2025Qinghe Wang, Yawen Luo et al.
[11]
Diffusion Adversarial Post-Training for One-Step Video Generation
2025Shanchuan Lin, Xin Xia et al.
[12]
Diffusion as Shader: 3D-aware Video Diffusion for Versatile Video Generation Control
2025Zekai Gu, Rui Yan et al.
[13]
Through-The-Mask: Mask-based Motion Trajectories for Image-to-Video Generation
2025Guy Yariv, Yuval Kirstain et al.
[14]
LTX-Video: Realtime Video Latent Diffusion
2024Yoav HaCohen, Nisan Chiprut et al.
[15]
Open-Sora: Democratizing Efficient Video Production for All
2024Zangwei Zheng, Xiangyu Peng et al.
[16]
LeviTor: 3D Trajectory Oriented Image-to-Video Synthesis
2024Hanlin Wang, Ouyang Hao et al.
[17]
3DTrajMaster: Mastering 3D Trajectory for Multi-Entity Motion in Video Generation
2024Xiao Fu, Xian Liu et al.
[18]
From Slow Bidirectional to Fast Autoregressive Video Diffusion Models
2024Tianwei Yin, Qiang Zhang et al.
[19]
ObjCtrl-2.5D: Training-free Object Control with Camera Poses
2024Zhouxia Wang, Yushi Lan et al.
[20]
Motion Prompting: Controlling Video Generation with Motion Trajectories
2024Daniel Geng, Charles Herrmann et al.

Showing 20 of 63 references

Founder's Pitch

"FlashMotion enables rapid, high-quality video generation with precise trajectory control using a few-step approach."

Video GenerationScore: 7View PDF ↗

Commercial Viability Breakdown

0-10 scale

High Potential

2/4 signals

5

Quick Build

3/4 signals

7.5

Series A Potential

1/4 signals

2.5

Sources used for this analysis

arXiv Paper

Full-text PDF analysis of the research paper

GitHub Repository

Code availability, stars, and contributor activity

Citation Network

Semantic Scholar citations and co-citation patterns

Community Predictions

Crowd-sourced unicorn probability assessments

Analysis model: GPT-4o · Last scored: 3/12/2026

Explore the full citation network and related research.

7-day free trial. Cancel anytime.

Understand the commercial significance and market impact.

7-day free trial. Cancel anytime.

Get detailed profiles of the research team.

7-day free trial. Cancel anytime.

Related Papers

Loading…

Related Resources