Pith Number

pith:SL6TFGIB

pith:2024:SL6TFGIBMA7ZAK3JKOYH4V4N7C

not attested not anchored not stored refs pending

Zigzag Diffusion Sampling: Diffusion Models Can Self-Improve via Self-Reflection

Haoyi Xiong, Lichen Bai, Shitong Shao, Zeke Xie, Zhiqiang Xu, Zikai Zhou, Zipeng Qi

arxiv:2412.10891 v2 · 2024-12-14 · cs.CV · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SL6TFGIBMA7ZAK3JKOYH4V4N7C}

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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

3 papers in Pith

Ada-Diffuser: Latent-Aware Adaptive Diffusion for Decision-Making

$Z^2$-Sampling: Zero-Cost Zigzag Trajectories for Semantic Alignment in Diffusion Models

Training-Free Refinement of Flow Matching with Divergence-based Sampling

Receipt and verification

First computed	2026-07-05T09:50:08.951493Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

92fd329901603f902b6953b07e578df894b31699bbbf61de22fadb51baa0242d

Aliases

arxiv: 2412.10891 · arxiv_version: 2412.10891v2 · doi: 10.48550/arxiv.2412.10891 · pith_short_12: SL6TFGIBMA7Z · pith_short_16: SL6TFGIBMA7ZAK3J · pith_short_8: SL6TFGIB

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/SL6TFGIBMA7ZAK3JKOYH4V4N7C \
  | 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: 92fd329901603f902b6953b07e578df894b31699bbbf61de22fadb51baa0242d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3f712fc470e2a5714fcdd87a5ab8c9c7df3135b52df65cb3a4c91446fb943d23",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-14T16:42:41Z",
    "title_canon_sha256": "4913d2e15192d4bfac023084f546b499a6048309fa949cf40626c5407889ea9f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10891",
    "kind": "arxiv",
    "version": 2
  }
}