Pith Number

pith:XR7ZCHU7

pith:2023:XR7ZCHU7NJYIB5QTNHFSMXCTF3

not attested not anchored not stored refs pending

LLM-grounded Diffusion: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with Large Language Models

Adam Yala, Boyi Li, Long Lian, Trevor Darrell

arxiv:2305.13655 v3 · 2023-05-23 · 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{XR7ZCHU7NJYIB5QTNHFSMXCTF3}

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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

15 papers in Pith

IV-CoT: Implicit Visual Chain-of-Thought for Structure-Aware Text-to-Image Generation

EPIG: Emotion-Based Prompting for Personalised Image Generation

STEDiff: Strengthening Text Embedding for Text-to-Image Alignment in Diffusion Model

Compositional Text-to-Image Generation Via Region-aware Bimodal Direct Preference Optimization

ANCHOR: LLM-driven Subject Conditioning for Text-to-Image Synthesis

Receipt and verification

First computed	2026-07-05T07:51:28.391570Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc7f911e9f6a7080f61369cb265c532eceb220f0038ff2204061a95740d63b19

Aliases

arxiv: 2305.13655 · arxiv_version: 2305.13655v3 · doi: 10.48550/arxiv.2305.13655 · pith_short_12: XR7ZCHU7NJYI · pith_short_16: XR7ZCHU7NJYIB5QT · pith_short_8: XR7ZCHU7

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/XR7ZCHU7NJYIB5QTNHFSMXCTF3 \
  | 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: bc7f911e9f6a7080f61369cb265c532eceb220f0038ff2204061a95740d63b19

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d06de464760dac2b53953b10a3b5deec725c0a5d3514651c193d3baaa0844df2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-05-23T03:59:06Z",
    "title_canon_sha256": "68552a17253802c6156292939388ab77b27675e3e2c0c721408a6d7db74de4aa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.13655",
    "kind": "arxiv",
    "version": 3
  }
}