Pith Number

pith:RLKEZFWW

pith:2024:RLKEZFWWC4ROM2B34EC2AKKJ7W

not attested not anchored not stored refs pending

STEP: Enhancing Video-LLMs' Compositional Reasoning by Spatio-Temporal Graph-guided Self-Training

Haiyi Qiu, Juncheng Li, Kaihang Pan, Long Qian, Minghe Gao, Qifan Yu, Siliang Tang, Tat-Seng Chua, Wenjie Wang, Yueting Zhuang

arxiv:2412.00161 v2 · 2024-11-29 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RLKEZFWWC4ROM2B34EC2AKKJ7W}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

1 paper in Pith

VTI-CoT: Visual-Textual Interleaved Chain of Thought for Video Reasoning

Receipt and verification

First computed	2026-07-05T10:41:18.039226Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8ad44c96d61722e6683be105a02949fdabef950933a3868cc1fad99bb98e69e9

Aliases

arxiv: 2412.00161 · arxiv_version: 2412.00161v2 · doi: 10.48550/arxiv.2412.00161 · pith_short_12: RLKEZFWWC4RO · pith_short_16: RLKEZFWWC4ROM2B3 · pith_short_8: RLKEZFWW

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/RLKEZFWWC4ROM2B34EC2AKKJ7W \
  | 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: 8ad44c96d61722e6683be105a02949fdabef950933a3868cc1fad99bb98e69e9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d467d18113208aaa29a6d0bcf148447bde3a40095f21d8c383eec3dd6807437",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-29T11:54:55Z",
    "title_canon_sha256": "a06473a087928fb0f3e23f654dd7def3943ee51260a139d5e5c8acf6a6fceeee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.00161",
    "kind": "arxiv",
    "version": 2
  }
}