Pith Number

pith:3YRQFFN2

pith:2022:3YRQFFN223Z55OT23BMIUKASTM

not attested not anchored not stored refs pending

Transductive Decoupled Variational Inference for Few-Shot Classification

Anuj Singh, Hadi Jamali-Rad

arxiv:2208.10559 v1 · 2022-08-22 · 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{3YRQFFN223Z55OT23BMIUKASTM}

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.

Cited by

1 paper in Pith

Enhancing Few-Shot Classification of Benchmark and Disaster Imagery with ABHFA-Net

Receipt and verification

First computed	2026-07-05T04:50:36.831401Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de230295bad6f3deba7ad8588a28129b236556c8b05987dcb3ad33de7bb64dfe

Aliases

arxiv: 2208.10559 · arxiv_version: 2208.10559v1 · doi: 10.48550/arxiv.2208.10559 · pith_short_12: 3YRQFFN223Z5 · pith_short_16: 3YRQFFN223Z55OT2 · pith_short_8: 3YRQFFN2

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/3YRQFFN223Z55OT23BMIUKASTM \
  | 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: de230295bad6f3deba7ad8588a28129b236556c8b05987dcb3ad33de7bb64dfe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4e2238eb02ec314a361b6840ee6048ca59016ad0ed40f527b7eb20849a622019",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-08-22T19:27:09Z",
    "title_canon_sha256": "0a1b85b2858b72fd901efd744bf4c439b39ab29c398f54f9103ee568e2910270"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.10559",
    "kind": "arxiv",
    "version": 1
  }
}