Pith Number

pith:GF7UCQ4V

pith:2022:GF7UCQ4VJ73XQ2P6R6YHA7JLEU

not attested not anchored not stored refs pending

Benchmarking Test-Time Unsupervised Deep Neural Network Adaptation on Edge Devices

Bhavya Kailkhura, James Diffenderfer, Kshitij Bhardwaj, Maya Gokhale

arxiv:2203.11295 v1 · 2022-03-21 · cs.LG · cs.AR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GF7UCQ4VJ73XQ2P6R6YHA7JLEU}

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	2026-07-05T04:07:10.508559Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

317f4143954ff77869fe8fb0707d2b251fdcae5b4a6aa57315e73a4a65ec4705

Aliases

arxiv: 2203.11295 · arxiv_version: 2203.11295v1 · doi: 10.48550/arxiv.2203.11295 · pith_short_12: GF7UCQ4VJ73X · pith_short_16: GF7UCQ4VJ73XQ2P6 · pith_short_8: GF7UCQ4V

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/GF7UCQ4VJ73XQ2P6R6YHA7JLEU \
  | 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: 317f4143954ff77869fe8fb0707d2b251fdcae5b4a6aa57315e73a4a65ec4705

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c9033a404c224d24a7875249a047476800190b7faed7aaae4867c16a9ff04722",
    "cross_cats_sorted": [
      "cs.AR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-21T19:10:40Z",
    "title_canon_sha256": "4ed28763ebeaa3f609fe8eb514ed56800e8de3b87e6b400b1425731fd4c4c47d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.11295",
    "kind": "arxiv",
    "version": 1
  }
}