Pith Number

pith:CTMZ2ONO

pith:2024:CTMZ2ONOMS3V4U24PF4H5GIXYG

not attested not anchored not stored refs pending

Parallelized Autoregressive Visual Generation

Difan Zou, Haoyuan Guo, Jiashi Feng, Shuhuai Ren, Xihui Liu, Yujin Han, Yuqing Wang, Zhenheng Yang, Zhijie Lin

arxiv:2412.15119 v3 · 2024-12-19 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CTMZ2ONOMS3V4U24PF4H5GIXYG}

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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

Drift-AR: Single-Step Visual Autoregressive Generation via Anti-Symmetric Drifting

ELT: Elastic Looped Transformers for Visual Generation

CASCADE: Context-Aware Relaxation for Speculative Image Decoding

Evolution of Video Generative Foundations

Receipt and verification

First computed	2026-07-05T10:43:42.305546Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

14d99d39ae64b75e535c79787e9917c1a5c830aebfe6ea2056d1a52c7e4984a3

Aliases

arxiv: 2412.15119 · arxiv_version: 2412.15119v3 · doi: 10.48550/arxiv.2412.15119 · pith_short_12: CTMZ2ONOMS3V · pith_short_16: CTMZ2ONOMS3V4U24 · pith_short_8: CTMZ2ONO

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/CTMZ2ONOMS3V4U24PF4H5GIXYG \
  | 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: 14d99d39ae64b75e535c79787e9917c1a5c830aebfe6ea2056d1a52c7e4984a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e1396bd6d38d625eed7a0db524ca79a593241e1f600afb135103c7e307ddca15",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-19T17:59:54Z",
    "title_canon_sha256": "b4d494ee17bc92753600cfb2d08043eeb8892b965c5432ad6a8fbbbf6356d873"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.15119",
    "kind": "arxiv",
    "version": 3
  }
}