Pith Number

pith:DMQ6HRMW

pith:2022:DMQ6HRMWZXD5K3WEHMJBJ5J4LP

not attested not anchored not stored refs pending

Learning Instance-Specific Augmentations by Capturing Local Invariances

Adam Foster, Emile Mathieu, Hyunjik Kim, Ning Miao, Tom Rainforth, Yann Dubois, Yee Whye Teh

arxiv:2206.00051 v3 · 2022-05-31 · 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{DMQ6HRMWZXD5K3WEHMJBJ5J4LP}

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	2026-07-05T06:15:13.339354Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b21e3c596cdc7d56ec43b1214f53c5bf6b9764fec9cd0baf28f98f11b84b3d2

Aliases

arxiv: 2206.00051 · arxiv_version: 2206.00051v3 · doi: 10.48550/arxiv.2206.00051 · pith_short_12: DMQ6HRMWZXD5 · pith_short_16: DMQ6HRMWZXD5K3WE · pith_short_8: DMQ6HRMW

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/DMQ6HRMWZXD5K3WEHMJBJ5J4LP \
  | 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: 1b21e3c596cdc7d56ec43b1214f53c5bf6b9764fec9cd0baf28f98f11b84b3d2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32fff7d4065e28ca72d7c2de7805ee9ccad971ef919e4e769b473452b9440062",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-31T18:38:06Z",
    "title_canon_sha256": "a38c3c9c00e3f883e5eca0fe7bb4a52f10e103271e6a5ca8a08f2452b6b19945"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.00051",
    "kind": "arxiv",
    "version": 3
  }
}