Pith Number

pith:GSECCUCZ

pith:2021:GSECCUCZ2H75PJPOKIXYWBBHMU

not attested not anchored not stored refs pending

Domain-Aware Continual Zero-Shot Learning

Kai Yi, Mohamed Elhoseiny, Paul Janson, Wenxuan Zhang

arxiv:2112.12989 v3 · 2021-12-24 · 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{GSECCUCZ2H75PJPOKIXYWBBHMU}

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

Strategies for Improving Communication Efficiency in Distributed and Federated Learning: Compression, Local Training, and Personalization

Receipt and verification

First computed	2026-07-05T07:54:46.440998Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3488215059d1ffd7a5ee522f8b04276509c1222c1c183eda7c6514bdda775178

Aliases

arxiv: 2112.12989 · arxiv_version: 2112.12989v3 · doi: 10.48550/arxiv.2112.12989 · pith_short_12: GSECCUCZ2H75 · pith_short_16: GSECCUCZ2H75PJPO · pith_short_8: GSECCUCZ

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/GSECCUCZ2H75PJPOKIXYWBBHMU \
  | 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: 3488215059d1ffd7a5ee522f8b04276509c1222c1c183eda7c6514bdda775178

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "58f3c08d9e08ba940a9edf078edd9c74f814f0ab17dd9136b9565c5d20951396",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-12-24T08:17:18Z",
    "title_canon_sha256": "2456a293fd970d71a9406bad8998857c04a378b2df0ece37a10a085bfd127bdf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.12989",
    "kind": "arxiv",
    "version": 3
  }
}