Pith Number

pith:U3BRHYQI

pith:2023:U3BRHYQINJZG3M5X2SFUTWAUNL

not attested not anchored not stored refs pending

Rapid Network Adaptation: Learning to Adapt Neural Networks Using Test-Time Feedback

Amir Zamir, O\u{g}uzhan Fatih Kar, Teresa Yeo, Zahra Sodagar

arxiv:2309.15762 v1 · 2023-09-27 · cs.CV · 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{U3BRHYQINJZG3M5X2SFUTWAUNL}

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	2026-07-05T06:54:57.268270Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a6c313e2086a726db3b7d48b49d8146adfe0431794b8b073aeb6782e47b1cdd3

Aliases

arxiv: 2309.15762 · arxiv_version: 2309.15762v1 · doi: 10.48550/arxiv.2309.15762 · pith_short_12: U3BRHYQINJZG · pith_short_16: U3BRHYQINJZG3M5X · pith_short_8: U3BRHYQI

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/U3BRHYQINJZG3M5X2SFUTWAUNL \
  | 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: a6c313e2086a726db3b7d48b49d8146adfe0431794b8b073aeb6782e47b1cdd3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a89e8f25e04616688cd22e80ecdb5a1759851700d2f8e1de8636d1cf7241deb6",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-09-27T16:20:39Z",
    "title_canon_sha256": "8268431ec95474957fe115b46fcc7b126752de1108dee73d5b99df6ea75dbf32"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.15762",
    "kind": "arxiv",
    "version": 1
  }
}