Matrix-Game 4.0: Streaming Neural Rendering for Playable Games
ComfyUI long-video controller for MiniMax H3 Ref2VA singing and speaking workflows
NVIDIA AI Blueprint for video search and summarization (VSS) is a GPU-accelerated reference architecture for building video analytics agents with real-time verified alerts, visual Q&A, and automated reporting. The VSS Blueprint uses vision language models (VLMs) such as NVIDIA Cosmos, LLMs such as NVIDIA Nemotron, RAG, and NVIDIA NIMs.
An open-weight 11B model series for long-form and real-time video understanding
LynnReal-Omni brings text-to-video, image-to-video, human- and hand-pose guided generation, structural control, omni-reference generation, style transfer, video editing, degraded-video restoration and streaming long-video generation into a single framework, all at four-step fast generation.
Premiere-inspired PySide6 director studio for MiniMax H3 Ref2VA with AI shot planning, semantic media enrichment, timeline prompt reconciliation and shot-aware long-video rendering through ComfyUI.
Independent multi-segment MiniMax H3 Motion Director for ComfyUI
The paper list of the survey "The Past Frames the Future: Memory Mechanisms for Autoregressive Video Generation"
Official implementation of "Beyond the Timeline: Augmenting Long-Video Memory with Grounded Entity Biographies"
ComfyUI nodes for MiniMax-H3 multi-segment video: seamless continuation via a latent bridge (previous segment's AV latent pinned into the next segment's conditioning) — zero re-encoding. | MiniMax-H3 多段续接 latent 桥:上一段 AV latent 钉进本段 conditioning,零重编码,长视频不漂。
This is the latest survey for the Agentic System for Long-Form Video Understanding