Pith Number

pith:IK2UM62U

pith:2019:IK2UM62ULOCRBMIFM24EHCTKF2

not attested not anchored not stored refs pending

GNN-FiLM: Graph Neural Networks with Feature-wise Linear Modulation

Marc Brockschmidt

arxiv:1906.12192 v5 · 2019-06-28 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IK2UM62ULOCRBMIFM24EHCTKF2}

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

From Molecules to Mixtures: Learning Representations of Olfactory Mixture Similarity using Inductive Biases

Receipt and verification

First computed	2026-07-05T01:13:41.726803Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

42b5467b545b8510b10566b8438a6a2ea7ff193df84c76d1bd488a115ba977ea

Aliases

arxiv: 1906.12192 · arxiv_version: 1906.12192v5 · doi: 10.48550/arxiv.1906.12192 · pith_short_12: IK2UM62ULOCR · pith_short_16: IK2UM62ULOCRBMIF · pith_short_8: IK2UM62U

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/IK2UM62ULOCRBMIFM24EHCTKF2 \
  | 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: 42b5467b545b8510b10566b8438a6a2ea7ff193df84c76d1bd488a115ba977ea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4d869ad3adf19f6ed01d96cdbd2949aaa8ed4fe619879da0534062b986ecc44c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-28T13:07:22Z",
    "title_canon_sha256": "21e117d3d0a61dcf09c8661e0300ce3599c25b8036ab3323423cac03bfb3f814"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.12192",
    "kind": "arxiv",
    "version": 5
  }
}