Pith Number

pith:HSK4OX2D

pith:2024:HSK4OX2DXEFK7QBUXG45TTDG36

not attested not anchored not stored refs pending

Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient

Gongfan Fang, Xinchao Wang, Xinyin Ma, Zigeng Chen

arxiv:2411.17787 v1 · 2024-11-26 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HSK4OX2DXEFK7QBUXG45TTDG36}

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

HACK++: Towards More Effective Head-Aware Key-Value Compression for Efficient Visual Autoregressive Modeling

Receipt and verification

First computed	2026-07-05T09:41:06.854476Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c95c75f43b90aafc034b9b9d9cc66df8d5264266952e911181a10750e7fe2e0

Aliases

arxiv: 2411.17787 · arxiv_version: 2411.17787v1 · doi: 10.48550/arxiv.2411.17787 · pith_short_12: HSK4OX2DXEFK · pith_short_16: HSK4OX2DXEFK7QBU · pith_short_8: HSK4OX2D

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/HSK4OX2DXEFK7QBUXG45TTDG36 \
  | 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: 3c95c75f43b90aafc034b9b9d9cc66df8d5264266952e911181a10750e7fe2e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "52881b102af83ab36f3b52450ff0721bfbb8769df9f47dd7415b45b40c8ef689",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-26T15:13:15Z",
    "title_canon_sha256": "29683bb432a857afdcf1bf85ef91dc006f014f5baaff0392eb73744ea7acf2ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.17787",
    "kind": "arxiv",
    "version": 1
  }
}