Multimodality · 2025
Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling
An open autoregressive framework that decouples visual encoding for understanding versus generation, letting one model both interpret and produce images competitively, a template for unified multimodal LLMs.
Editorial record
Plain-language summary
An open autoregressive framework that decouples visual encoding for understanding versus generation, letting one model both interpret and produce images competitively, a template for unified multimodal LLMs.
Knowledge graph
Relationships
Descendants
Depends onEvidence: Strongly supported
Attention Is All You Need
Builds on the multimodal lineage in the archive
freshness sweep 2026
Source record
Provenance
- Record ID
- P-622
- Record created
- 2026-07-13
- Last reviewed
- 2026-07-14
- Record version
- 2
- https://arxiv.org/abs/2501.17811
- arXiv:2501.17811
Citation caveat: Citation metadata is approximate and marked unverified in the source dataset.