{
  "id": "2610.04864",
  "title": "Enhancing Long-Video VLM Embeddings with Query-Aware Streaming Latent Reasoning",
  "authors": "Haozhe Chi, Song Jin, Yang Jin, Yadong Mu",
  "first_public": "2026-10-04",
  "venue": "arXiv",
  "arxiv": "2610.04864",
  "paper_url": "https://arxiv.org/abs/2610.04864",
  "lens": [
    "continuous",
    "recurrent"
  ],
  "representation": [
    "multimodal-latent"
  ],
  "computation": [
    "recurrent",
    "stateful"
  ],
  "training": [
    "supervised",
    "self-distillation"
  ],
  "questions": [
    "capability",
    "efficiency"
  ],
  "evidence": [
    "empirical"
  ],
  "modality": [
    "multimodal",
    "vision"
  ],
  "summary": "Processes selected video clips sequentially while persistent think tokens accumulate evidence for a fixed-size retrieval embedding. Intermediate retrieval supervision and self-distillation train partial-video readouts; the output is an embedding rather than a generated reasoning trace.",
  "provenance": "Primary-source literature search, 2026-10-18",
  "added_at": "2026-10-18",
  "author_names": [
    "Haozhe Chi",
    "Song Jin",
    "Yang Jin",
    "Yadong Mu"
  ],
  "record_url": "https://latent-implicit-thinking.github.io/papers/2610.04864/",
  "legacy_record_url": "https://latent-implicit-thinking.github.io/papers/#paper-2610-04864",
  "citation_date": "2026-10-04",
  "json_url": "https://latent-implicit-thinking.github.io/papers/2610.04864/record.json",
  "markdown_url": "https://latent-implicit-thinking.github.io/papers/2610.04864/index.md",
  "bibtex_url": "https://latent-implicit-thinking.github.io/papers/2610.04864/citation.bib",
  "csl_url": "https://latent-implicit-thinking.github.io/papers/2610.04864/citation.csl.json"
}