Pith Number

pith:Z6UPDSJB

pith:2021:Z6UPDSJBAWUGZW7IR47P27GDVI

not attested not anchored not stored refs pending

MEMO: Test Time Robustness via Adaptation and Augmentation

Chelsea Finn, Marvin Zhang, Sergey Levine

arxiv:2110.09506 v3 · 2021-10-18 · cs.LG · 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{Z6UPDSJBAWUGZW7IR47P27GDVI}

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

Learning Inference Concurrency in DynamicGate MLP Structural and Mathematical Justification

Receipt and verification

First computed	2026-07-05T05:05:01.101378Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cfa8f1c92105a86cdbe88f3efd7cc3aa2f37009e90cd30611ea101b58227fcdd

Aliases

arxiv: 2110.09506 · arxiv_version: 2110.09506v3 · doi: 10.48550/arxiv.2110.09506 · pith_short_12: Z6UPDSJBAWUG · pith_short_16: Z6UPDSJBAWUGZW7I · pith_short_8: Z6UPDSJB

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/Z6UPDSJBAWUGZW7IR47P27GDVI \
  | 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: cfa8f1c92105a86cdbe88f3efd7cc3aa2f37009e90cd30611ea101b58227fcdd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bcfc64bae948d65084537dd414211925843681e845f2033bc4ed1865d8411bc6",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-18T17:55:11Z",
    "title_canon_sha256": "dabaeb17d59b44dd3e72454b66b5b56be5b9bf1d3fe47e17b8701a2a1ce5116d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.09506",
    "kind": "arxiv",
    "version": 3
  }
}