Generating high-quality videos from text has long been a challenging frontier in generative AI—especially compared to the rapid advances in…
Text-to-Video Generation
LongLive: Real-Time Interactive Long Video Generation with Seamless Prompt Control 656
Creating long, coherent, and high-quality videos from text has long been a formidable challenge in generative AI. Existing approaches—especially diffusion-based…
Waver: Generate Lifelike, High-Motion Videos in 1080p with One Unified Model 588
In the rapidly evolving world of generative AI, video generation has remained a particularly challenging frontier—especially when it comes to…
PUSA: Generate High-Quality Video from Text or Images for $500—Not $100,000 645
Video generation has long been bottlenecked by two stubborn realities: astronomical training costs and rigid temporal modeling. Most state-of-the-art image-to-video…
TurboDiffusion: Generate High-Quality AI Videos in Seconds Instead of Minutes on a Single GPU 1449
Video generation using diffusion models has long suffered from a crippling bottleneck: speed. Even the most advanced models can take…
Step-Video-T2V: Generate High-Quality, Long-Form Videos from Text in English and Chinese 3139
Step-Video-T2V is a state-of-the-art open-source text-to-video foundation model developed by StepFun AI. With 30 billion parameters and the ability to…
Show-1: High-Quality, Efficient Text-to-Video Generation with Precise Prompt Alignment 1133
Text-to-video generation has rapidly evolved, yet technical teams still face a persistent trade-off: high-quality outputs often come at prohibitive computational…
Open-Sora Plan: Open-Source High-Quality Long Video Generation for Real-World Applications 12044
Open-Sora Plan is an open-source initiative designed to democratize access to state-of-the-art video generation capabilities. Inspired by the promise of…
MagicTime: Generate Realistic Time-Lapse Videos That Simulate Real-World Physical Transformations 1342
Most text-to-video (T2V) models today excel at generating short clips of people walking, cars driving, or birds flying—but they struggle…
AnimateDiff: Bring Your Custom AI Image Models to Life—Without Retraining 11796
If you’ve spent time fine-tuning a Stable Diffusion model—perhaps with DreamBooth or LoRA—to generate your ideal character, product mockup, or…