Pith Number

pith:2TKZVMYP

pith:2024:2TKZVMYPCQ7GATY3WQJKZGNPYH

not attested not anchored not stored refs pending

Adaptive Video Understanding Agent: Enhancing efficiency with dynamic frame sampling and feedback-driven reasoning

Aram Galstyan, Bhavana Ganesh, Goeric Huybrechts, Sravan Bodapati, Sullam Jeoung

arxiv:2410.20252 v1 · 2024-10-26 · cs.CV · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2TKZVMYPCQ7GATY3WQJKZGNPYH}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

4 papers in Pith

CoVStream: Edge-Cloud Collaboration for Understanding of Long Video Streams

Watch, Remember, Reason: Human-View Video Understanding with MLLMs

Bridging VideoQA and Video-Guided Agentic Tasks via Generalized Keyframe Extraction

GridProbe: Posterior-Probing for Adaptive Test-Time Compute in Long-Video VLMs

Receipt and verification

First computed	2026-07-05T09:26:41.470737Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d4d59ab30f143e604f1bb412ac99afc1d8106461eba19708354923ffd4b87809

Aliases

arxiv: 2410.20252 · arxiv_version: 2410.20252v1 · doi: 10.48550/arxiv.2410.20252 · pith_short_12: 2TKZVMYPCQ7G · pith_short_16: 2TKZVMYPCQ7GATY3 · pith_short_8: 2TKZVMYP

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/2TKZVMYPCQ7GATY3WQJKZGNPYH \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: d4d59ab30f143e604f1bb412ac99afc1d8106461eba19708354923ffd4b87809

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "653732a39f5f0eb40de4cf4b67ed9ef846ff352bb277f8867f8c97999672e9ce",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-26T19:01:06Z",
    "title_canon_sha256": "470209bf40ec04536c7ffe671954c4415c3731bca363b65dc525a6bed5dfbb17"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.20252",
    "kind": "arxiv",
    "version": 1
  }
}