Pith Number

pith:UYRHPSFM

pith:2022:UYRHPSFM6CZBWVKZ2U7G2URBU3

not attested not anchored not stored refs pending

Few-Shot Adaptation of Pre-Trained Networks for Domain Shift

Chuan-Sheng Foo, Li Shen, Wanyue Zhang, Wenyu Zhang

arxiv:2205.15234 v3 · 2022-05-30 · 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{UYRHPSFM6CZBWVKZ2U7G2URBU3}

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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

DUET: Optimizing Training Data Mixtures via Feedback from Unseen Evaluation Tasks

Receipt and verification

First computed	2026-07-05T05:09:18.912518Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a62277c8acf0b21b5559d53e6d5221a6d2616dbb739f6f6672aa81aa1d3b32b9

Aliases

arxiv: 2205.15234 · arxiv_version: 2205.15234v3 · doi: 10.48550/arxiv.2205.15234 · pith_short_12: UYRHPSFM6CZB · pith_short_16: UYRHPSFM6CZBWVKZ · pith_short_8: UYRHPSFM

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/UYRHPSFM6CZBWVKZ2U7G2URBU3 \
  | 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: a62277c8acf0b21b5559d53e6d5221a6d2616dbb739f6f6672aa81aa1d3b32b9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b00db82796e98582f1f7469e4a196aa46bbceb3d99c7d15b2af97f766d165c0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-05-30T16:49:59Z",
    "title_canon_sha256": "3d536ac4fcb31d640289b8ff3ab45f2079a1658f729a6e15d235f0e3b57f56a9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.15234",
    "kind": "arxiv",
    "version": 3
  }
}