Pith Number

pith:I7MBTB6Y

pith:2021:I7MBTB6YJFVCSVAISK62SFHYGA

not attested not anchored not stored refs pending

Robustness through Data Augmentation Loss Consistency

Ahmad Beirami, Alborz Geramifard, Chinnadhurai Sankar, Meisam Razaviyayn, Pooyan Amini, Satwik Kottur, Shaunak Halbe, Tianjian Huang

arxiv:2110.11205 v3 · 2021-10-21 · cs.LG · cs.AI · cs.CL · 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{I7MBTB6YJFVCSVAISK62SFHYGA}

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

Unsupervised learning for the systematic identification of nondispersive wave packets in driven helium

Receipt and verification

First computed	2026-07-05T05:35:11.828545Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

47d81987d8496a29540892bda914f83010d04faf768fd6d12b79882c5560141b

Aliases

arxiv: 2110.11205 · arxiv_version: 2110.11205v3 · doi: 10.48550/arxiv.2110.11205 · pith_short_12: I7MBTB6YJFVC · pith_short_16: I7MBTB6YJFVCSVAI · pith_short_8: I7MBTB6Y

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/I7MBTB6YJFVCSVAISK62SFHYGA \
  | 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: 47d81987d8496a29540892bda914f83010d04faf768fd6d12b79882c5560141b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9f229db14e4446a3f09f29dbc26b0af0ebf09535feeac55b6b3c3a4d98bfece1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-21T15:30:40Z",
    "title_canon_sha256": "d1221068e9f359294e8595188a5177b7d81837b9fcc523c91ad7ad3867a63888"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.11205",
    "kind": "arxiv",
    "version": 3
  }
}