Pith Number

pith:S2LKD7AX

pith:2022:S2LKD7AXAQPZFPBBY7RWCMIR2C

not attested not anchored not stored refs pending

Perception Prioritized Training of Diffusion Models

Chaehun Shin, Hyunwoo Kim, Jooyoung Choi, Jungbeom Lee, Sungroh Yoon, Sungwon Kim

arxiv:2204.00227 v1 · 2022-04-01 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S2LKD7AXAQPZFPBBY7RWCMIR2C}

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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

Variance Reduction for Expectations with Diffusion Teachers

TextBoost: Boosting Text Encoder for Personalized Text-to-Image Generation

Variance Reduction for Expectations with Diffusion Teachers

Receipt and verification

First computed	2026-07-05T04:10:44.662004Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9696a1fc17041f92bc21c7e3613111d08832276eebbce541680fcae8ba14bbf6

Aliases

arxiv: 2204.00227 · arxiv_version: 2204.00227v1 · doi: 10.48550/arxiv.2204.00227 · pith_short_12: S2LKD7AXAQPZ · pith_short_16: S2LKD7AXAQPZFPBB · pith_short_8: S2LKD7AX

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/S2LKD7AXAQPZFPBBY7RWCMIR2C \
  | 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: 9696a1fc17041f92bc21c7e3613111d08832276eebbce541680fcae8ba14bbf6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a422f52bc9da8a17b2d70a346e553d19e03bb2d22023a01e03cb11357fc836f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-04-01T06:22:23Z",
    "title_canon_sha256": "45c713b6953552e7ffcd017114af23cba44f81f569504c4d977452a2f20f56bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.00227",
    "kind": "arxiv",
    "version": 1
  }
}