Pith Number

pith:KLHKY3LE

pith:2023:KLHKY3LEUGCYL2IF5W7QKWTUON

not attested not anchored not stored refs pending

How Well Does GPT-4V(ision) Adapt to Distribution Shifts? A Preliminary Investigation

Guanglin Zhou, Jindong Wang, Kun Zhang, Lina Yao, Rundong He, Salman Khan, Tailin Wu, Tongliang Liu, Yilong Yin, Zhongyi Han

arxiv:2312.07424 v3 · 2023-12-12 · cs.LG · cs.AI · 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{KLHKY3LEUGCYL2IF5W7QKWTUON}

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

Task-Aware Structured Memory for Dynamic Multi-modal In-Context Learning

Receipt and verification

First computed	2026-07-05T07:48:51.081916Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

52ceac6d64a18585e905edbf055a747340ca136cd31d73861badcd115484f2f4

Aliases

arxiv: 2312.07424 · arxiv_version: 2312.07424v3 · doi: 10.48550/arxiv.2312.07424 · pith_short_12: KLHKY3LEUGCY · pith_short_16: KLHKY3LEUGCYL2IF · pith_short_8: KLHKY3LE

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/KLHKY3LEUGCYL2IF5W7QKWTUON \
  | 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: 52ceac6d64a18585e905edbf055a747340ca136cd31d73861badcd115484f2f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ab07cde1784b9a53485a657588337982b68d8ffd00a63d51c93b0b137b344a8d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-12T16:48:07Z",
    "title_canon_sha256": "08eab65df89ba072d8798e4d8e80aabdceb96d85ba2e17ec142c4e6b204a7bee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.07424",
    "kind": "arxiv",
    "version": 3
  }
}