Pith Number

pith:SDUZFRXQ

pith:2024:SDUZFRXQUECJHW3VBJPA27FMUC

not attested not anchored not stored refs pending

GLOV: Guided Large Language Models as Implicit Optimizers for Vision Language Models

Hiromi Wakaki, Horst Possegger, James Glass, Leonid Karlinsky, Mengjie Zhao, Michael Dorkenwald, M. Jehanzeb Mirza, Paul Gavrikov, Rogerio Feris, Saurav Jha, Shiqi Yang, Sivan Doveh, Wei Lin, Yuki Mitsufuji, Zhuoyuan Mao

arxiv:2410.06154 v6 · 2024-10-08 · 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{SDUZFRXQUECJHW3VBJPA27FMUC}

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

2 papers in Pith

Towards Spec Learning: Inference-Time Alignment from Preference Pairs

Receipt and verification

First computed	2026-07-05T11:56:50.277840Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

90e992c6f0a10493db750a5e0d7caca0bfc41db137a1b07078df3d5fec10a470

Aliases

arxiv: 2410.06154 · arxiv_version: 2410.06154v6 · doi: 10.48550/arxiv.2410.06154 · pith_short_12: SDUZFRXQUECJ · pith_short_16: SDUZFRXQUECJHW3V · pith_short_8: SDUZFRXQ

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/SDUZFRXQUECJHW3VBJPA27FMUC \
  | 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: 90e992c6f0a10493db750a5e0d7caca0bfc41db137a1b07078df3d5fec10a470

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "501552539082edc8fa5ca4f34c1c5264630ac30872106a0a71f1921f7d273fdd",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-08T15:55:40Z",
    "title_canon_sha256": "7e7902be5e3bfb2ff90e328e07ec3a199fd3e3c04111d3a166c8bc1175e98dde"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.06154",
    "kind": "arxiv",
    "version": 6
  }
}