Pith Number

pith:22SWBMCC

pith:2023:22SWBMCCEUV2TS26GGS3CI45MU

not attested not anchored not stored refs pending

Bi-directional Distribution Alignment for Transductive Zero-Shot Learning

Ouxiang Li, Shuo Wang, Tingting Mu, Xiangnan He, Yanbin Hao, Zhicai Wang

arxiv:2303.08698 v2 · 2023-03-15 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{22SWBMCCEUV2TS26GGS3CI45MU}

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	2026-07-05T05:52:28.581766Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d6a560b042252ba9cb5e31a5b1239d65255153d574589e46b398daf14a1b22ce

Aliases

arxiv: 2303.08698 · arxiv_version: 2303.08698v2 · doi: 10.48550/arxiv.2303.08698 · pith_short_12: 22SWBMCCEUV2 · pith_short_16: 22SWBMCCEUV2TS26 · pith_short_8: 22SWBMCC

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/22SWBMCCEUV2TS26GGS3CI45MU \
  | 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: d6a560b042252ba9cb5e31a5b1239d65255153d574589e46b398daf14a1b22ce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b32d71f57c55b011df31cff8376f645dfefb02859d5ad599d3a2b275f8f3cfb",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-03-15T15:32:59Z",
    "title_canon_sha256": "946d781e652eeff9e8e3a3b03e039639bfe900bdabae140be03120573a83bc59"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.08698",
    "kind": "arxiv",
    "version": 2
  }
}