Last week in Image & Video Generation
I curate a weekly multimodal AI roundup, here are the open-source image & video highlights from last week:
The Consistency Critic — Open-Source Post-Generation Correction
- Surgically corrects fine-grained inconsistencies in generated images while leaving the rest untouched. MIT license.
Mobile-O — Unified Multimodal Understanding and Generation on Device
- Single model for both multimodal comprehension and generation on consumer hardware.
Comparison of their approach with existing unified models.
LoRWeB — NVIDIA Visual Analogy Composition (Open Weights)
- Compose and interpolate visual analogies in diffusion models without retraining. Open weights and code.
4x Frame Interpolation Showcase (r/StableDiffusion community)
- A compelling comparison posted this week demonstrating the current ceiling of open-source video frame interpolation.
https://reddit.com/link/1rketcp/video/uty987of7zmg1/player
Honorable mentions:
Solaris — Open Multi-Player World Model
- First multi-player AI world model. Ships with open training code and 12.6M frames of gameplay data.
https://reddit.com/link/1rketcp/video/fu08afht7zmg1/player
LavaSR v2 — 50MB Audio Enhancement, Beats 6GB Diffusion Models
- ~5,000 seconds of audio enhanced per second of compute. Open-source and immediately deployable.
https://reddit.com/link/1rketcp/video/eeejcp6w7zmg1/player
Checkout the full roundup for more demos, papers, and resources.
Also just a heads up, i will be doing these roundup posts on Tuesdays instead of Mondays going forward.
Posted Mar 4, 2026, 7:10 AM UTC