Pith Number

pith:YSHUYZCM

pith:2023:YSHUYZCMQKGYXMUHLDYMOLY2C4

not attested not anchored not stored refs pending

Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Anirudh Goyal, Deepak Pathak, Katerina Fragkiadaki, Mihir Prabhudesai

arxiv:2310.03739 v5 · 2023-10-05 · cs.CV · cs.AI · cs.LG · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YSHUYZCMQKGYXMUHLDYMOLY2C4}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

22 papers in Pith

DiffusionBench: On Holistic Evaluation of Diffusion Transformers

DanceOPD: On-Policy Generative Field Distillation

DiT-Reward: Generative Representations for Text-to-Image Reward Modeling

The Reward Was in Your Data All Along: Correcting Flow Matching with Discriminator-Guided RL

STAR: SpatioTemporal Adaptive Reward Allocation for Text-to-Image RL Post-Training

Receipt and verification

First computed	2026-07-05T09:32:03.745344Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c48f4c644c828d8bb28758f0c72f1a172b9412a0739989fdd53f5eb4de9e88e9

Aliases

arxiv: 2310.03739 · arxiv_version: 2310.03739v5 · doi: 10.48550/arxiv.2310.03739 · pith_short_12: YSHUYZCMQKGY · pith_short_16: YSHUYZCMQKGYXMUH · pith_short_8: YSHUYZCM

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/YSHUYZCMQKGYXMUHLDYMOLY2C4 \
  | 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: c48f4c644c828d8bb28758f0c72f1a172b9412a0739989fdd53f5eb4de9e88e9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8800706c54980c16eac53f069894a7141e8f6365b1b8532880635c681735a422",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-10-05T17:59:18Z",
    "title_canon_sha256": "642c2a71ec546ebe9d567287e9affdd7d3bf71008dd3a28e7af581c77e7b04ab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.03739",
    "kind": "arxiv",
    "version": 5
  }
}