Pith Number

pith:L7TFFGQ4

pith:2020:L7TFFGQ4SGSJ354AZEBRYLSSGQ

not attested not anchored not stored refs pending

A Review of Generalized Zero-Shot Learning Methods

Chee Peng Lim, Farhad Pourpanah, Moloud Abdar, Q. M. Jonathan Wu, Ran Wang, Xinlei Zhou, Xi-Zhao Wang, Yuxuan Luo

arxiv:2011.08641 v5 · 2020-11-17 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L7TFFGQ4SGSJ354AZEBRYLSSGQ}

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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

ResNetVLLM -- Multi-modal Vision LLM for the Video Understanding Task

Receipt and verification

First computed	2026-07-05T04:40:22.724028Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5fe6529a1c91a49df780c9031c2e52341f94d915678667b2bb18ba1cc70db431

Aliases

arxiv: 2011.08641 · arxiv_version: 2011.08641v5 · doi: 10.48550/arxiv.2011.08641 · pith_short_12: L7TFFGQ4SGSJ · pith_short_16: L7TFFGQ4SGSJ354A · pith_short_8: L7TFFGQ4

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/L7TFFGQ4SGSJ354AZEBRYLSSGQ \
  | 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: 5fe6529a1c91a49df780c9031c2e52341f94d915678667b2bb18ba1cc70db431

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f76ace5e71e5c5ccd39a082a430fae32cee1ddd10be503b53c2921b3db180ab8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-11-17T14:00:30Z",
    "title_canon_sha256": "1e57cc1e6cb7df798c2333c706bcb63658d6a53f0666cf5f0b4b26d8d7a4dbbf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.08641",
    "kind": "arxiv",
    "version": 5
  }
}