AI Frontier Lectures
AI Frontier Lectures
Dec 15, 2025 · Artificial Intelligence

How UnityVideo Unifies Multimodal Training to Boost Video Generation

UnityVideo, a new vision framework from HKUST, CUHK, Tsinghua and Kuaishou, unifies training across depth, flow, pose, segmentation and RGB modalities, achieving faster convergence, higher video quality, zero‑shot generalization and stronger physical reasoning compared with existing single‑modality video generators.

AI researchUnityVideoVision Models
0 likes · 15 min read
How UnityVideo Unifies Multimodal Training to Boost Video Generation
HyperAI Super Neural
HyperAI Super Neural
Oct 23, 2025 · Artificial Intelligence

Hands‑On Tutorial: HuMo‑1.7B Multimodal Video Generation Framework for Unified Text‑Image‑Audio Creation

The article introduces HuMo‑1.7B, a multimodal video generation framework that jointly processes text, reference images, and audio, achieves SOTA performance on several sub‑tasks, and provides a step‑by‑step tutorial for running the model on the HyperAI platform with detailed resource and parameter guidance.

AI diffusion modelHuMoHyperAI
0 likes · 6 min read
Hands‑On Tutorial: HuMo‑1.7B Multimodal Video Generation Framework for Unified Text‑Image‑Audio Creation