{
  "id": "2610.33062",
  "title": "Oddin: Latent Visual Reasoning in Unified Multimodal Models via Self-Distillation from Image Generation",
  "authors": "Jaeyong Ko, Hankyeol Kim, Pilsung Kang",
  "first_public": "2026-10-19",
  "added_at": "2026-11-02",
  "venue": "arXiv",
  "arxiv": "2610.33062",
  "paper_url": "https://arxiv.org/abs/2610.33062",
  "html_url": "https://arxiv.org/html/2610.33062v1",
  "lens": [
    "learned-tokens",
    "continuous"
  ],
  "representation": [
    "multimodal-latent",
    "text-latent-hybrid"
  ],
  "computation": [
    "token-wise"
  ],
  "training": [
    "self-distillation",
    "supervised"
  ],
  "questions": [
    "capability",
    "efficiency"
  ],
  "evidence": [
    "empirical"
  ],
  "modality": [
    "multimodal",
    "vision"
  ],
  "summary": "Replaces intermediate generated images with learned latent-token blocks while retaining the written reasoning between them. Self-distills successful text-image traces into a unified multimodal model, reserving image generation for the final output.",
  "provenance": "Primary-source literature review, 2026-11-02",
  "author_names": [
    "Jaeyong Ko",
    "Hankyeol Kim",
    "Pilsung Kang"
  ],
  "record_url": "https://latent-implicit-thinking.github.io/papers/2610.33062/",
  "legacy_record_url": "https://latent-implicit-thinking.github.io/papers/#paper-2610-33062",
  "citation_date": "2026-10-19",
  "json_url": "https://latent-implicit-thinking.github.io/papers/2610.33062/record.json",
  "markdown_url": "https://latent-implicit-thinking.github.io/papers/2610.33062/index.md",
  "bibtex_url": "https://latent-implicit-thinking.github.io/papers/2610.33062/citation.bib",
  "csl_url": "https://latent-implicit-thinking.github.io/papers/2610.33062/citation.csl.json",
  "pdf_url": "https://arxiv.org/pdf/2610.33062"
}