Pith Number

pith:GN5HQRQY

pith:2023:GN5HQRQYS2KTFUWXU4K5CGJEB7

not attested not anchored not stored refs pending

Large Language Models Meet Computer Vision: A Brief Survey

Raby Hamadi

arxiv:2311.16673 v1 · 2023-11-28 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GN5HQRQYS2KTFUWXU4K5CGJEB7}

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

1 paper in Pith

Preemptive Hallucination Reduction: An Input-Level Approach for Multimodal Language Model

Receipt and verification

First computed	2026-07-05T07:17:44.685702Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

337a784618969532d2d7a715d119240fd8e49e067234dab28486347d5b07cd86

Aliases

arxiv: 2311.16673 · arxiv_version: 2311.16673v1 · doi: 10.48550/arxiv.2311.16673 · pith_short_12: GN5HQRQYS2KT · pith_short_16: GN5HQRQYS2KTFUWX · pith_short_8: GN5HQRQY

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/GN5HQRQYS2KTFUWXU4K5CGJEB7 \
  | 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: 337a784618969532d2d7a715d119240fd8e49e067234dab28486347d5b07cd86

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a83fc18f7e36922caa99b66338ca6d93869f397aec606a757cfa279ad1c22127",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-11-28T10:39:19Z",
    "title_canon_sha256": "4ec1692b4a5c1addfa46e8936fcb98042e0f7e3008f709a73c64dfdd1b996405"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.16673",
    "kind": "arxiv",
    "version": 1
  }
}