Pith Number

pith:XDWEJV2N

pith:2019:XDWEJV2NAN4KYOXE6BCLVKS4BQ

not attested not anchored not stored refs pending

Transfer Learning in Visual and Relational Reasoning

Ahmet S. Ozcan, Emre Sevgen, Tomasz Kornuta, T.S. Jayram, Vincent Albouy, Vincent Marois

arxiv:1911.11938 v2 · 2019-11-27 · cs.CV · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XDWEJV2NAN4KYOXE6BCLVKS4BQ}

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.

Receipt and verification

First computed	2026-07-05T00:41:01.074800Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b8ec44d74d0378ac3ae4f044baaa5c0c1adc4fd53ba8f802dc331ce02c170139

Aliases

arxiv: 1911.11938 · arxiv_version: 1911.11938v2 · doi: 10.48550/arxiv.1911.11938 · pith_short_12: XDWEJV2NAN4K · pith_short_16: XDWEJV2NAN4KYOXE · pith_short_8: XDWEJV2N

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/XDWEJV2NAN4KYOXE6BCLVKS4BQ \
  | 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: b8ec44d74d0378ac3ae4f044baaa5c0c1adc4fd53ba8f802dc331ce02c170139

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cc38666d6eea5a07ba2018094f8ef3700f710c89019a6b7046a7896603e1f1db",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-11-27T03:54:15Z",
    "title_canon_sha256": "aef2da49bd46e14d290eac3ed2faafb43fefcc748588008d058c1ece5691cbff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.11938",
    "kind": "arxiv",
    "version": 2
  }
}