Pith Number

pith:F6CZUWXO

pith:2024:F6CZUWXOEAXQNX4V77PXSCMTQW

not attested not anchored not stored refs pending

Not All Noises Are Created Equally:Diffusion Noise Selection and Optimization

Haoyi Xiong, Lichen Bai, Zeke Xie, Zipeng Qi

arxiv:2407.14041 v2 · 2024-07-19 · 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{F6CZUWXOEAXQNX4V77PXSCMTQW}

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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

12 papers in Pith

FDM-MFVT: Few-step Sampling Diffusion Model for Mask-Free Virtual Try-On

TapSampling: Inference-Time Sampling with a Task-Progress-Understanding Verifier for Robotic Manipulation

Parallel Tempering Initial Sampling in Inference-Time Reward Alignment

Self-Correcting Text-to-Video Generation with Misalignment Detection and Localized Refinement

Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps

Receipt and verification

First computed	2026-07-05T08:49:10.710937Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f859a5aee202f06df95ffdf79099385a6c34c481b9d6e485ad7a5dfeba1b521

Aliases

arxiv: 2407.14041 · arxiv_version: 2407.14041v2 · doi: 10.48550/arxiv.2407.14041 · pith_short_12: F6CZUWXOEAXQ · pith_short_16: F6CZUWXOEAXQNX4V · pith_short_8: F6CZUWXO

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/F6CZUWXOEAXQNX4V77PXSCMTQW \
  | 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: 2f859a5aee202f06df95ffdf79099385a6c34c481b9d6e485ad7a5dfeba1b521

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "98abcd97f542db24ee58edfaa7cafba8e4d03aef0b141b759354bcfd6006398d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-07-19T05:36:22Z",
    "title_canon_sha256": "b1301af9190055a0ec1cb72a49507d6f802e7c07242b5b56bc804f8439e5a14a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.14041",
    "kind": "arxiv",
    "version": 2
  }
}