Pith Number

pith:DGG6SS34

pith:2024:DGG6SS34QHU5X4TW5WHLUL7XAJ

not attested not anchored not stored refs pending

Elucidating Optimal Reward-Diversity Tradeoffs in Text-to-Image Diffusion Models

Ali Taghibakhshi, Arash Vahdat, Gerald Shen, Nima Tajbakhsh, Rohit Jena, Sahil Jain

arxiv:2409.06493 v1 · 2024-09-09 · cs.CV · cs.AI

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\usepackage{pith}
\pithnumber{DGG6SS34QHU5X4TW5WHLUL7XAJ}

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Record completeness

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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

ImageReFL: Balancing Quality and Diversity in Human-Aligned Diffusion Models

Receipt and verification

First computed	2026-07-05T09:05:25.383896Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

198de94b7c81e9dbf276ed8eba2ff702728630cfed158661880ab5dcb161a936

Aliases

arxiv: 2409.06493 · arxiv_version: 2409.06493v1 · doi: 10.48550/arxiv.2409.06493 · pith_short_12: DGG6SS34QHU5 · pith_short_16: DGG6SS34QHU5X4TW · pith_short_8: DGG6SS34

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/DGG6SS34QHU5X4TW5WHLUL7XAJ \
  | 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: 198de94b7c81e9dbf276ed8eba2ff702728630cfed158661880ab5dcb161a936

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "036b9eed51ad444330fe8323f4637c4fca250a69b6c48a2a826fbf21f5696205",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-09-09T16:27:26Z",
    "title_canon_sha256": "617194fe28598a831bef8b141b744a4869a4e897aa0a7210de2752a1bd44c679"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.06493",
    "kind": "arxiv",
    "version": 1
  }
}