Pith Number

pith:3N6OXDBX

pith:2019:3N6OXDBXLHCXB2KFZ4RIW4WKAO

not attested not anchored not stored refs pending

Elucidating image-to-set prediction: An analysis of models, losses and datasets

Adriana Romero, Amaia Salvador, Luis Pineda, Michal Drozdzal

arxiv:1904.05709 v2 · 2019-04-11 · 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{3N6OXDBXLHCXB2KFZ4RIW4WKAO}

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

Improving Token-based Object Detection with Video

Receipt and verification

First computed	2026-07-05T01:06:07.529335Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

db7ceb8c3759c570e945cf228b72ca03976ecdd847cbe55a53c57c155532e953

Aliases

arxiv: 1904.05709 · arxiv_version: 1904.05709v2 · doi: 10.48550/arxiv.1904.05709 · pith_short_12: 3N6OXDBXLHCX · pith_short_16: 3N6OXDBXLHCXB2KF · pith_short_8: 3N6OXDBX

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/3N6OXDBXLHCXB2KFZ4RIW4WKAO \
  | 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: db7ceb8c3759c570e945cf228b72ca03976ecdd847cbe55a53c57c155532e953

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a717da34a096c5241d916888ff9b1148953f918b41e0495dc62b84cdbca966e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-04-11T14:10:53Z",
    "title_canon_sha256": "b4329eab6f357e95c0563c5d24d5ec1f8922e8bdb6df9a530747bef55595dd71"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.05709",
    "kind": "arxiv",
    "version": 2
  }
}