Pith Number

pith:YNXV4B6Z

pith:2022:YNXV4B6ZBL3XTP73QAO777WMG2

not attested not anchored not stored refs pending

Adaptive Distribution Calibration for Few-Shot Learning with Hierarchical Optimal Transport

Dandan Guo, He Zhao, Hongyuan Zha, Long Tian, Mingyuan Zhou

arxiv:2210.04144 v1 · 2022-10-09 · 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{YNXV4B6ZBL3XTP73QAO777WMG2}

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	2026-07-05T05:04:36.709829Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c36f5e07d90af779bffb801dfffecc36beacc99402d57a04dd61b682eba0cdf8

Aliases

arxiv: 2210.04144 · arxiv_version: 2210.04144v1 · doi: 10.48550/arxiv.2210.04144 · pith_short_12: YNXV4B6ZBL3X · pith_short_16: YNXV4B6ZBL3XTP73 · pith_short_8: YNXV4B6Z

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/YNXV4B6ZBL3XTP73QAO777WMG2 \
  | 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: c36f5e07d90af779bffb801dfffecc36beacc99402d57a04dd61b682eba0cdf8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f6902064857a14f261bfb9eacc7406de9ae9e7705cf915ead81bc495401229bd",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-09T02:32:57Z",
    "title_canon_sha256": "0952af61347d6c3d212459da4f957e5e93c245456205965f223cb774b0ed6df1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.04144",
    "kind": "arxiv",
    "version": 1
  }
}