Pith Number

pith:DCZW2CXP

pith:2024:DCZW2CXPUHLRKK3E3VCEONW5CK

not attested not anchored not stored refs pending

Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding

Guohao Dai, Han Shi, Xian Liu, Xihui Liu, Xuefei Ning, Yao Teng, Yu Wang, Zhenguo Li

arxiv:2410.01699 v2 · 2024-10-02 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DCZW2CXPUHLRKK3E3VCEONW5CK}

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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

9 papers in Pith

CSD: Content-aware Speculative Decoding for Efficient Image Generation

Where to Refine, When to Stop: Rethinking Redundancy via Latent Discrepancy for Efficient Visual Autoregressive Generation

Speculative Coupled Decoding for Training-Free Lossless Acceleration of Autoregressive Visual Generation

FlashAR: Efficient Post-Training Acceleration for Autoregressive Image Generation

Receipt and verification

First computed	2026-07-05T10:23:23.461697Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

18b36d0aefa1d7152b64dd444736dd129aade44f74b7388a5c0374783d42f96d

Aliases

arxiv: 2410.01699 · arxiv_version: 2410.01699v2 · doi: 10.48550/arxiv.2410.01699 · pith_short_12: DCZW2CXPUHLR · pith_short_16: DCZW2CXPUHLRKK3E · pith_short_8: DCZW2CXP

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/DCZW2CXPUHLRKK3E3VCEONW5CK \
  | 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: 18b36d0aefa1d7152b64dd444736dd129aade44f74b7388a5c0374783d42f96d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "772fc4a131311881b9199097d22b363ef19a505857e8a1e5190ad480f7ac5364",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-02T16:05:27Z",
    "title_canon_sha256": "5056a199a98cc2c7a5f9b96e86a9c05f69039581e3893ea0c54ed72197069a15"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.01699",
    "kind": "arxiv",
    "version": 2
  }
}