Pith Number

pith:IQMSK3VP

pith:2023:IQMSK3VPAX2YQPSEDCX5KNAFKX

not attested not anchored not stored refs pending

Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models

Beomsu Kim, Geon Yeong Park, Jeongsol Kim, Jong Chul Ye, Sang Wan Lee

arxiv:2306.09869 v3 · 2023-06-16 · cs.CV · cs.AI · cs.CL · 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{IQMSK3VPAX2YQPSEDCX5KNAFKX}

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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

1 paper in Pith

Unlocking the Potential of Text-to-Image Diffusion with PAC-Bayesian Theory

Receipt and verification

First computed	2026-07-05T07:08:59.028077Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4419256eaf05f5883e4418afd5340555f9a8720b7fbbd33ef77266641aff61e9

Aliases

arxiv: 2306.09869 · arxiv_version: 2306.09869v3 · doi: 10.48550/arxiv.2306.09869 · pith_short_12: IQMSK3VPAX2Y · pith_short_16: IQMSK3VPAX2YQPSE · pith_short_8: IQMSK3VP

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/IQMSK3VPAX2YQPSEDCX5KNAFKX \
  | 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: 4419256eaf05f5883e4418afd5340555f9a8720b7fbbd33ef77266641aff61e9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "719eb100b52f9b3b4704197a3606de5eed940c5297dd573774a50aefac4b683b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-06-16T14:30:41Z",
    "title_canon_sha256": "586d368a48bf1609b00ab32ace6acf5e37d4066d0a44a7e355653a38fcfd749c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.09869",
    "kind": "arxiv",
    "version": 3
  }
}